Merge remote-tracking branch 'origin/dev' into feature/1602-update-docs
This commit is contained in:
Marek Wolan
0
docs/_static/.gitkeep
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0
docs/_static/.gitkeep
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2
docs/_templates/custom-class-template.rst
vendored
2
docs/_templates/custom-class-template.rst
vendored
@@ -9,7 +9,7 @@
|
||||
:members:
|
||||
:show-inheritance:
|
||||
:inherited-members:
|
||||
:special-members: __call__, __add__, __mul__
|
||||
:special-members: __init__, __call__, __add__, __mul__
|
||||
|
||||
{% block methods %}
|
||||
{% if methods %}
|
||||
|
||||
@@ -44,6 +44,7 @@ The best place to start is :ref:`about`
|
||||
:caption: Project Links:
|
||||
:hidden:
|
||||
|
||||
..
|
||||
#Code <>
|
||||
#Issues <>
|
||||
#Pull Requests <>
|
||||
|
||||
@@ -186,7 +186,7 @@ Observation Spaces
|
||||
******************
|
||||
The observation space provides the blue agent with information about the current status of nodes and links.
|
||||
|
||||
PrimAITE builds on top of Gym Spaces to create an observation space that is easily configurable for users. It's made up of components which are managed by the :py:class:`primaite.environment.observations.ObservationHandler`. Each training scenario can define its own observation space, and the user can choose which information to inlude, and how it should be formatted.
|
||||
PrimAITE builds on top of Gym Spaces to create an observation space that is easily configurable for users. It's made up of components which are managed by the :py:class:`primaite.environment.observations.ObservationsHandler`. Each training scenario can define its own observation space, and the user can choose which information to inlude, and how it should be formatted.
|
||||
|
||||
NodeLinkTable component
|
||||
-----------------------
|
||||
@@ -408,4 +408,3 @@ The PrimAITE project has an ambition to include the following enhancements in fu
|
||||
|
||||
* Integration with a suitable standardised framework to allow multi-agent integration
|
||||
* Integration with external threat emulation tools, either using off-line data, or integrating at runtime
|
||||
* Provision of data such that agents can construct alternative observation spaces (as an alternative to the default PrimAITE observation space)
|
||||
|
||||
@@ -48,6 +48,41 @@ The environment config file consists of the following attributes:
|
||||
Determines whether a NODE, ACL, or ANY (combined NODE & ACL) action space format is adopted for the session
|
||||
|
||||
|
||||
* **OBSERVATION_SPACE** [dict]
|
||||
|
||||
Allows for user to configure observation space by combining one or more observation components. List of available
|
||||
components is in :py:mod:`primaite.environment.observations`.
|
||||
|
||||
The observation space config item should have a ``components`` key which is a list of components. Each component
|
||||
config must have a ``name`` key, and can optionally have an ``options`` key. The ``options`` are passed to the
|
||||
component while it is being initialised.
|
||||
|
||||
This example illustrates the correct format for the observation space config item
|
||||
|
||||
.. code-block:: yaml
|
||||
|
||||
observation_space:
|
||||
flatten: true
|
||||
components:
|
||||
- name: NODE_LINK_TABLE
|
||||
- name: NODE_STATUSES
|
||||
- name: LINK_TRAFFIC_LEVELS
|
||||
options:
|
||||
combine_service_traffic : False
|
||||
quantisation_levels: 99
|
||||
|
||||
|
||||
Currently available components are:
|
||||
|
||||
* :py:mod:`NODE_LINK_TABLE<primaite.environment.observations.NodeLinkTable>` this does not accept any additional options
|
||||
* :py:mod:`NODE_STATUSES<primaite.environment.observations.NodeStatuses>`, this does not accept any additional options
|
||||
* :py:mod:`LINK_TRAFFIC_LEVELS<primaite.environment.observations.LinkTrafficLevels>`, this accepts the following options:
|
||||
|
||||
* ``combine_service_traffic`` - whether to consider bandwidth use separately for each network protocol or combine them into a single bandwidth reading (boolean)
|
||||
* ``quantisation_levels`` - how many discrete bandwidth usage levels to use for encoding. This can be an integer equal to or greater than 3.
|
||||
|
||||
The other configurable item is ``flatten`` which is false by default. When set to true, the observation space is flattened (turned into a 1-D vector). You should use this if your RL agent does not natively support observation space types like ``gym.Spaces.Tuple``.
|
||||
|
||||
* **num_episodes** [int]
|
||||
|
||||
This defines the number of episodes that the agent will train or be evaluated over.
|
||||
@@ -321,31 +356,6 @@ The Lay Down Config
|
||||
|
||||
The lay down config file consists of the following attributes:
|
||||
|
||||
* **itemType: ACTIONS** [enum]
|
||||
|
||||
Determines whether a NODE or ACL action space format is adopted for the session
|
||||
|
||||
* **itemType: OBSERVATION_SPACE** [dict]
|
||||
|
||||
Allows for user to configure observation space by combining one or more observation components. List of available
|
||||
components is is :py:mod:'primaite.environment.observations'.
|
||||
|
||||
The observation space config item should have a ``components`` key which is a list of components. Each component
|
||||
config must have a ``name`` key, and can optionally have an ``options`` key. The ``options`` are passed to the
|
||||
component while it is being initialised.
|
||||
|
||||
This example illustrates the correct format for the observation space config item
|
||||
|
||||
.. code-block::yaml
|
||||
|
||||
- item_type: OBSERVATION_SPACE
|
||||
components:
|
||||
- name: LINK_TRAFFIC_LEVELS
|
||||
options:
|
||||
combine_service_traffic: false
|
||||
quantisation_levels: 8
|
||||
- name: NODE_STATUSES
|
||||
- name: LINK_TRAFFIC_LEVELS
|
||||
|
||||
* **itemType: STEPS** [int]
|
||||
|
||||
|
||||
@@ -1,429 +0,0 @@
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Name | Version | License | URL |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Babel | 2.12.1 | BSD License | https://babel.pocoo.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| GPUtil | 1.4.0 | MIT | https://github.com/anderskm/gputil |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Gymnasium | 0.26.3 | MIT | https://gymnasium.farama.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Jinja2 | 3.1.2 | BSD License | https://palletsprojects.com/p/jinja/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Markdown | 3.4.3 | BSD License | https://Python-Markdown.github.io/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| MarkupSafe | 2.1.2 | BSD License | https://palletsprojects.com/p/markupsafe/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Pillow | 9.5.0 | Historical Permission Notice and Disclaimer (HPND) | https://python-pillow.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| PyWavelets | 1.4.1 | MIT License | https://github.com/PyWavelets/pywt |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| PyYAML | 6.0 | MIT License | https://pyyaml.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Pygments | 2.15.1 | BSD License | https://pygments.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Send2Trash | 1.8.2 | BSD License | https://github.com/arsenetar/send2trash |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Sphinx | 6.1.3 | BSD License | https://www.sphinx-doc.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| Werkzeug | 2.3.4 | BSD License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| absl-py | 1.4.0 | Apache Software License | https://github.com/abseil/abseil-py |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| aiofiles | 22.1.0 | Apache Software License | https://github.com/Tinche/aiofiles |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| aiosignal | 1.3.1 | Apache Software License | https://github.com/aio-libs/aiosignal |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| aiosqlite | 0.19.0 | MIT License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| alabaster | 0.7.13 | BSD License | https://alabaster.readthedocs.io |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| anyio | 3.7.0 | MIT License | https://anyio.readthedocs.io/en/stable/versionhistory.html |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| argon2-cffi | 21.3.0 | MIT License | https://github.com/hynek/argon2-cffi/blob/main/CHANGELOG.md |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| argon2-cffi-bindings | 21.2.0 | MIT License | https://github.com/hynek/argon2-cffi-bindings |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| arrow | 1.2.3 | Apache Software License | https://arrow.readthedocs.io |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| asttokens | 2.2.1 | Apache 2.0 | https://github.com/gristlabs/asttokens |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| astunparse | 1.6.3 | BSD License | https://github.com/simonpercivall/astunparse |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| attrs | 23.1.0 | MIT License | https://www.attrs.org/en/stable/changelog.html |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| backcall | 0.2.0 | BSD License | https://github.com/takluyver/backcall |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| beautifulsoup4 | 4.12.2 | MIT License | https://www.crummy.com/software/BeautifulSoup/bs4/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| bleach | 6.0.0 | Apache Software License | https://github.com/mozilla/bleach |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| build | 0.10.0 | MIT License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| cachetools | 5.3.0 | MIT License | https://github.com/tkem/cachetools/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| certifi | 2023.5.7 | Mozilla Public License 2.0 (MPL 2.0) | https://github.com/certifi/python-certifi |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| cffi | 1.15.1 | MIT License | http://cffi.readthedocs.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| cfgv | 3.3.1 | MIT License | https://github.com/asottile/cfgv |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| charset-normalizer | 3.1.0 | MIT License | https://github.com/Ousret/charset_normalizer |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| click | 8.1.3 | BSD License | https://palletsprojects.com/p/click/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| cloudpickle | 2.2.1 | BSD License | https://github.com/cloudpipe/cloudpickle |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| colorama | 0.4.6 | BSD License | https://github.com/tartley/colorama |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| comm | 0.1.3 | BSD License | https://github.com/ipython/comm |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| contourpy | 1.0.7 | BSD License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| coverage | 7.2.6 | Apache Software License | https://github.com/nedbat/coveragepy |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| cycler | 0.11.0 | BSD License | https://github.com/matplotlib/cycler |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| debugpy | 1.6.7 | Eclipse Public License 2.0 (EPL-2.0); MIT License | https://aka.ms/debugpy |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| decorator | 5.1.1 | BSD License | https://github.com/micheles/decorator |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| defusedxml | 0.7.1 | Python Software Foundation License | https://github.com/tiran/defusedxml |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| distlib | 0.3.6 | Python Software Foundation License | https://github.com/pypa/distlib |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| dm-tree | 0.1.8 | Apache Software License | https://github.com/deepmind/tree |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| docutils | 0.19 | BSD License; GNU General Public License (GPL); Public Domain; Python Software Foundation License | https://docutils.sourceforge.io/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| exceptiongroup | 1.1.1 | MIT License | https://github.com/agronholm/exceptiongroup/blob/main/CHANGES.rst |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| executing | 1.2.0 | MIT License | https://github.com/alexmojaki/executing |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| fastjsonschema | 2.17.1 | BSD License | https://github.com/horejsek/python-fastjsonschema |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| filelock | 3.12.0 | The Unlicense (Unlicense) | https://github.com/tox-dev/py-filelock |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| flake8 | 6.0.0 | MIT License | https://github.com/pycqa/flake8 |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| flatbuffers | 23.5.26 | Apache Software License | https://google.github.io/flatbuffers/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| fonttools | 4.39.4 | MIT License | http://github.com/fonttools/fonttools |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| fqdn | 1.5.1 | Mozilla Public License 2.0 (MPL 2.0) | https://github.com/ypcrts/fqdn |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| frozenlist | 1.3.3 | Apache Software License | https://github.com/aio-libs/frozenlist |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| furo | 2023.3.27 | MIT License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| gast | 0.4.0 | BSD License | https://github.com/serge-sans-paille/gast/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| google-auth | 2.19.0 | Apache Software License | https://github.com/googleapis/google-auth-library-python |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| google-auth-oauthlib | 0.4.6 | Apache Software License | https://github.com/GoogleCloudPlatform/google-auth-library-python-oauthlib |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| google-pasta | 0.2.0 | Apache Software License | https://github.com/google/pasta |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| grpcio | 1.51.3 | Apache Software License | https://grpc.io |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| gym | 0.21.0 | UNKNOWN | https://github.com/openai/gym |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| gymnasium-notices | 0.0.1 | MIT License | https://github.com/Farama-Foundation/gym-notices |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| h5py | 3.9.0 | BSD License | https://www.h5py.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| identify | 2.5.24 | MIT License | https://github.com/pre-commit/identify |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| idna | 3.4 | BSD License | https://github.com/kjd/idna |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| imageio | 2.29.0 | BSD License | https://github.com/imageio/imageio |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| imagesize | 1.4.1 | MIT License | https://github.com/shibukawa/imagesize_py |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| importlib-metadata | 4.13.0 | Apache Software License | https://github.com/python/importlib_metadata |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| iniconfig | 2.0.0 | MIT License | https://github.com/pytest-dev/iniconfig |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| ipykernel | 6.23.1 | BSD License | https://ipython.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| ipython | 8.13.2 | BSD License | https://ipython.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| ipython-genutils | 0.2.0 | BSD License | http://ipython.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| isoduration | 20.11.0 | ISC License (ISCL) | https://github.com/bolsote/isoduration |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jax | 0.4.12 | Apache-2.0 | https://github.com/google/jax |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jedi | 0.18.2 | MIT License | https://github.com/davidhalter/jedi |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| json5 | 0.9.14 | Apache Software License | https://github.com/dpranke/pyjson5 |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jsonpointer | 2.3 | BSD License | https://github.com/stefankoegl/python-json-pointer |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jsonschema | 4.17.3 | MIT License | https://github.com/python-jsonschema/jsonschema |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyter-events | 0.6.3 | BSD License | http://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyter-server | 1.24.0 | BSD License | https://jupyter-server.readthedocs.io |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyter-ydoc | 0.2.4 | BSD 3-Clause License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyter_client | 8.2.0 | BSD License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyter_core | 5.3.0 | BSD License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyter_server_fileid | 0.9.0 | BSD License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyter_server_terminals | 0.4.4 | BSD License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyter_server_ydoc | 0.6.1 | BSD License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyterlab | 3.6.1 | BSD License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyterlab-pygments | 0.2.2 | BSD | https://github.com/jupyterlab/jupyterlab_pygments |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| jupyterlab_server | 2.22.1 | BSD License | https://jupyterlab-server.readthedocs.io |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| keras | 2.12.0 | Apache Software License | https://keras.io/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| kiwisolver | 1.4.4 | BSD License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| lazy_loader | 0.2 | BSD License | https://github.com/scientific-python/lazy_loader |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| libclang | 16.0.0 | Apache Software License | https://github.com/sighingnow/libclang |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| lz4 | 4.3.2 | BSD License | https://github.com/python-lz4/python-lz4 |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| markdown-it-py | 2.2.0 | MIT License | https://github.com/executablebooks/markdown-it-py |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| matplotlib | 3.7.1 | Python Software Foundation License | https://matplotlib.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| matplotlib-inline | 0.1.6 | BSD 3-Clause | https://github.com/ipython/matplotlib-inline |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| mavizstyle | 1.0.0 | UNKNOWN | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| mccabe | 0.7.0 | MIT License | https://github.com/pycqa/mccabe |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| mdurl | 0.1.2 | MIT License | https://github.com/executablebooks/mdurl |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| mistune | 2.0.5 | BSD License | https://github.com/lepture/mistune |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| ml-dtypes | 0.2.0 | Apache Software License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| mock | 5.0.2 | BSD License | http://mock.readthedocs.org/en/latest/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| mpmath | 1.3.0 | BSD License | http://mpmath.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| msgpack | 1.0.5 | Apache Software License | https://msgpack.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| nbclassic | 0.5.6 | BSD License | https://github.com/jupyter/nbclassic |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| nbclient | 0.8.0 | BSD License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| nbconvert | 7.4.0 | BSD License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| nbformat | 5.9.0 | BSD License | https://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| nest-asyncio | 1.5.6 | BSD License | https://github.com/erdewit/nest_asyncio |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| networkx | 3.1 | BSD License | https://networkx.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| nodeenv | 1.8.0 | BSD License | https://github.com/ekalinin/nodeenv |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| notebook | 6.5.4 | BSD License | http://jupyter.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| notebook_shim | 0.2.3 | BSD License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| numpy | 1.23.5 | BSD License | https://www.numpy.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| oauthlib | 3.2.2 | BSD License | https://github.com/oauthlib/oauthlib |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| opt-einsum | 3.3.0 | MIT | https://github.com/dgasmith/opt_einsum |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| overrides | 7.3.1 | Apache License, Version 2.0 | https://github.com/mkorpela/overrides |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| packaging | 23.1 | Apache Software License; BSD License | https://github.com/pypa/packaging |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pandas | 2.0.1 | BSD License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pandocfilters | 1.5.0 | BSD License | http://github.com/jgm/pandocfilters |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| parso | 0.8.3 | MIT License | https://github.com/davidhalter/parso |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pickleshare | 0.7.5 | MIT License | https://github.com/pickleshare/pickleshare |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| platformdirs | 3.5.1 | MIT License | https://github.com/platformdirs/platformdirs |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| plotly | 5.15.0 | MIT License | https://plotly.com/python/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pluggy | 1.0.0 | MIT License | https://github.com/pytest-dev/pluggy |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pre-commit | 2.20.0 | MIT License | https://github.com/pre-commit/pre-commit |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| primaite | 2.0.0rc1 | MIT License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| primaite | 2.0.0rc1 | MIT License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| primaite | 2.0.0rc1 | MIT License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| prometheus-client | 0.17.0 | Apache Software License | https://github.com/prometheus/client_python |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| prompt-toolkit | 3.0.38 | BSD License | https://github.com/prompt-toolkit/python-prompt-toolkit |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| protobuf | 3.20.3 | BSD-3-Clause | https://developers.google.com/protocol-buffers/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| psutil | 5.9.5 | BSD License | https://github.com/giampaolo/psutil |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pure-eval | 0.2.2 | MIT License | http://github.com/alexmojaki/pure_eval |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pyasn1 | 0.5.0 | BSD License | https://github.com/pyasn1/pyasn1 |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pyasn1-modules | 0.3.0 | BSD License | https://github.com/pyasn1/pyasn1-modules |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pycodestyle | 2.10.0 | MIT License | https://pycodestyle.pycqa.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pycparser | 2.21 | BSD License | https://github.com/eliben/pycparser |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pyflakes | 3.0.1 | MIT License | https://github.com/PyCQA/pyflakes |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pyparsing | 3.0.9 | MIT License | https://github.com/pyparsing/pyparsing/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pyproject_hooks | 1.0.0 | MIT License | https://github.com/pypa/pyproject-hooks |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pyrsistent | 0.19.3 | MIT License | https://github.com/tobgu/pyrsistent/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pytest | 7.2.0 | MIT License | https://docs.pytest.org/en/latest/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pytest-cov | 4.0.0 | MIT License | https://github.com/pytest-dev/pytest-cov |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pytest-flake8 | 1.1.1 | BSD License | https://github.com/tholo/pytest-flake8 |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| python-dateutil | 2.8.2 | Apache Software License; BSD License | https://github.com/dateutil/dateutil |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| python-json-logger | 2.0.7 | BSD License | http://github.com/madzak/python-json-logger |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pytz | 2023.3 | MIT License | http://pythonhosted.org/pytz |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pywin32 | 306 | Python Software Foundation License | https://github.com/mhammond/pywin32 |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pywinpty | 2.0.10 | MIT | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| pyzmq | 25.1.0 | BSD License; GNU Library or Lesser General Public License (LGPL) | https://pyzmq.readthedocs.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| ray | 2.2.0 | Apache 2.0 | https://github.com/ray-project/ray |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| requests | 2.31.0 | Apache Software License | https://requests.readthedocs.io |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| requests-oauthlib | 1.3.1 | BSD License | https://github.com/requests/requests-oauthlib |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| rfc3339-validator | 0.1.4 | MIT License | https://github.com/naimetti/rfc3339-validator |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| rfc3986-validator | 0.1.1 | MIT License | https://github.com/naimetti/rfc3986-validator |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| rich | 13.3.5 | MIT License | https://github.com/Textualize/rich |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| rsa | 4.9 | Apache Software License | https://stuvel.eu/rsa |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| ruff | 0.0.272 | MIT License | https://github.com/charliermarsh/ruff |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| scikit-image | 0.20.0 | BSD License | https://scikit-image.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| scipy | 1.10.1 | BSD License | https://scipy.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| shellingham | 1.5.0.post1 | ISC License (ISCL) | https://github.com/sarugaku/shellingham |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| six | 1.16.0 | MIT License | https://github.com/benjaminp/six |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sniffio | 1.3.0 | Apache Software License; MIT License | https://github.com/python-trio/sniffio |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| snowballstemmer | 2.2.0 | BSD License | https://github.com/snowballstem/snowball |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| soupsieve | 2.4.1 | MIT License | https://github.com/facelessuser/soupsieve |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinx-basic-ng | 1.0.0b1 | MIT License | https://github.com/pradyunsg/sphinx-basic-ng |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinx-code-tabs | 0.5.3 | The Unlicense (Unlicense) | https://github.com/coldfix/sphinx-code-tabs |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinx-copybutton | 0.5.2 | MIT License | https://github.com/executablebooks/sphinx-copybutton |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinxcontrib-applehelp | 1.0.4 | BSD License | https://www.sphinx-doc.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinxcontrib-devhelp | 1.0.2 | BSD License | http://sphinx-doc.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinxcontrib-htmlhelp | 2.0.1 | BSD License | https://www.sphinx-doc.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinxcontrib-jsmath | 1.0.1 | BSD License | http://sphinx-doc.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinxcontrib-qthelp | 1.0.3 | BSD License | http://sphinx-doc.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sphinxcontrib-serializinghtml | 1.1.5 | BSD License | http://sphinx-doc.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| stable-baselines3 | 1.6.2 | MIT | https://github.com/DLR-RM/stable-baselines3 |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| stack-data | 0.6.2 | MIT License | http://github.com/alexmojaki/stack_data |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| sympy | 1.12 | BSD License | https://sympy.org |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tabulate | 0.9.0 | MIT License | https://github.com/astanin/python-tabulate |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tenacity | 8.2.2 | Apache Software License | https://github.com/jd/tenacity |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tensorboard | 2.11.2 | Apache Software License | https://github.com/tensorflow/tensorboard |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tensorboard-data-server | 0.6.1 | Apache Software License | https://github.com/tensorflow/tensorboard/tree/master/tensorboard/data/server |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tensorboard-plugin-wit | 1.8.1 | Apache 2.0 | https://whatif-tool.dev |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tensorboardX | 2.6 | MIT License | https://github.com/lanpa/tensorboardX |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tensorflow | 2.12.0 | Apache Software License | https://www.tensorflow.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tensorflow-estimator | 2.12.0 | Apache Software License | https://www.tensorflow.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tensorflow-intel | 2.12.0 | Apache Software License | https://www.tensorflow.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tensorflow-io-gcs-filesystem | 0.31.0 | Apache Software License | https://github.com/tensorflow/io |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| termcolor | 2.3.0 | MIT License | https://github.com/termcolor/termcolor |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| terminado | 0.17.1 | BSD License | https://github.com/jupyter/terminado |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tifffile | 2023.4.12 | BSD License | https://www.cgohlke.com |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tinycss2 | 1.2.1 | BSD License | https://www.courtbouillon.org/tinycss2 |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| toml | 0.10.2 | MIT License | https://github.com/uiri/toml |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tomli | 2.0.1 | MIT License | https://github.com/hukkin/tomli |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| torch | 2.0.1 | BSD License | https://pytorch.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tornado | 6.3.2 | Apache Software License | http://www.tornadoweb.org/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| traitlets | 5.9.0 | BSD License | https://github.com/ipython/traitlets |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| typer | 0.9.0 | MIT License | https://github.com/tiangolo/typer |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| typing_extensions | 4.6.2 | Python Software Foundation License | https://github.com/python/typing_extensions/issues |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| tzdata | 2023.3 | Apache Software License | https://github.com/python/tzdata |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| uri-template | 1.2.0 | MIT License | https://github.com/plinss/uri_template/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| urllib3 | 1.26.16 | MIT License | https://urllib3.readthedocs.io/ |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| virtualenv | 20.21.0 | MIT License | https://github.com/pypa/virtualenv |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| webcolors | 1.13 | BSD License | UNKNOWN |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| webencodings | 0.5.1 | BSD License | https://github.com/SimonSapin/python-webencodings |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| websocket-client | 1.5.2 | Apache Software License | https://github.com/websocket-client/websocket-client.git |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| wrapt | 1.14.1 | BSD License | https://github.com/GrahamDumpleton/wrapt |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| y-py | 0.5.9 | MIT License | https://github.com/y-crdt/ypy |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| ypy-websocket | 0.8.2 | UNKNOWN | https://github.com/y-crdt/ypy-websocket |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
| zipp | 3.15.0 | MIT License | https://github.com/jaraco/zipp |
|
||||
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
|
||||
Reference in New Issue
Block a user