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<!--
&lt;--- Readme.md Snippet without images Start ---&gt;
## Tech Stack
britkern/ml-agents is built on the following main stack:

- [C#](http://csharp.net) – Languages
- [Python](https://www.python.org) – Languages
- [Matplotlib](http://matplotlib.org) – Charting Libraries
- [CircleCI](https://circleci.com/) – Continuous Integration
- [Docker](https://www.docker.com/) – Virtual Machine Platforms & Containers
- [pre-commit](http://jish.github.io/pre-commit/) – Git Tools
- [pytest](http://pytest.org/latest/) – Testing Frameworks
- [Jupyter](http://jupyter.org) – Data Science Notebooks
- [NumPy](http://www.numpy.org/) – Data Science Tools
- [Shell](https://en.wikipedia.org/wiki/Shell_script) – Shells
- [TensorFlow](https://www.tensorflow.org) – Machine Learning Tools
- [Ubuntu](http://www.ubuntu.com/) – Operating Systems

Full tech stack [here](/techstack.md)

&lt;--- Readme.md Snippet without images End ---&gt;

&lt;--- Readme.md Snippet with images Start ---&gt;
## Tech Stack
britkern/ml-agents is built on the following main stack:

- <img width='25' height='25' src='https://img.stackshare.io/service/1015/1200px-C_Sharp_wordmark.svg.png' alt='C#'/> [C#](http://csharp.net) – Languages
- <img width='25' height='25' src='https://img.stackshare.io/service/993/pUBY5pVj.png' alt='Python'/> [Python](https://www.python.org) – Languages
- <img width='25' height='25' src='https://img.stackshare.io/service/2993/2DZC4KaA_400x400.jpg' alt='Matplotlib'/> [Matplotlib](http://matplotlib.org) – Charting Libraries
- <img width='25' height='25' src='https://img.stackshare.io/service/190/CvqrSSFs_400x400.jpg' alt='CircleCI'/> [CircleCI](https://circleci.com/) – Continuous Integration
- <img width='25' height='25' src='https://img.stackshare.io/service/586/n4u37v9t_400x400.png' alt='Docker'/> [Docker](https://www.docker.com/) – Virtual Machine Platforms & Containers
- <img width='25' height='25' src='https://img.stackshare.io/no-img-open-source.png' alt='pre-commit'/> [pre-commit](http://jish.github.io/pre-commit/) – Git Tools
- <img width='25' height='25' src='https://img.stackshare.io/service/4586/Lu99Qe0Z_400x400.png' alt='pytest'/> [pytest](http://pytest.org/latest/) – Testing Frameworks
- <img width='25' height='25' src='https://img.stackshare.io/service/4190/fGBUdNf__400x400.jpg' alt='Jupyter'/> [Jupyter](http://jupyter.org) – Data Science Notebooks
- <img width='25' height='25' src='https://img.stackshare.io/service/2179/default_332f874a2edb2686f578aa6389313efcea1eec41.png' alt='NumPy'/> [NumPy](http://www.numpy.org/) – Data Science Tools
- <img width='25' height='25' src='https://img.stackshare.io/service/4631/default_c2062d40130562bdc836c13dbca02d318205a962.png' alt='Shell'/> [Shell](https://en.wikipedia.org/wiki/Shell_script) – Shells
- <img width='25' height='25' src='https://img.stackshare.io/service/4717/FtFnqC38_400x400.png' alt='TensorFlow'/> [TensorFlow](https://www.tensorflow.org) – Machine Learning Tools
- <img width='25' height='25' src='https://img.stackshare.io/service/3511/cof_orange_hex.jpg' alt='Ubuntu'/> [Ubuntu](http://www.ubuntu.com/) – Operating Systems

Full tech stack [here](/techstack.md)

&lt;--- Readme.md Snippet with images End ---&gt;
-->
<div align="center">

# Tech Stack File
![](https://img.stackshare.io/repo.svg "repo") [britkern/ml-agents](https://github.com/britkern/ml-agents)![](https://img.stackshare.io/public_badge.svg "public")
<br/><br/>
|21<br/>Tools used|02/29/24 <br/>Report generated|
|------|------|
</div>

## <img src='https://img.stackshare.io/languages.svg'/> Languages (2)
<table><tr>
<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/1015/1200px-C_Sharp_wordmark.svg.png' alt='C#'>
<br>
<sub><a href="http://csharp.net">C#</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/993/pUBY5pVj.png' alt='Python'>
<br>
<sub><a href="https://www.python.org">Python</a></sub>
<br>
<sub></sub>
</td>

</tr>
</table>

## <img src='https://img.stackshare.io/frameworks.svg'/> Frameworks (1)
<table><tr>
<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/2993/2DZC4KaA_400x400.jpg' alt='Matplotlib'>
<br>
<sub><a href="http://matplotlib.org">Matplotlib</a></sub>
<br>
<sub></sub>
</td>

</tr>
</table>

## <img src='https://img.stackshare.io/devops.svg'/> DevOps (6)
<table><tr>
<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/190/CvqrSSFs_400x400.jpg' alt='CircleCI'>
<br>
<sub><a href="https://circleci.com/">CircleCI</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/586/n4u37v9t_400x400.png' alt='Docker'>
<br>
<sub><a href="https://www.docker.com/">Docker</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/1046/git.png' alt='Git'>
<br>
<sub><a href="http://git-scm.com/">Git</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/12572/-RIWgodF_400x400.jpg' alt='PyPI'>
<br>
<sub><a href="https://pypi.org/">PyPI</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/no-img-open-source.png' alt='pre-commit'>
<br>
<sub><a href="http://jish.github.io/pre-commit/">pre-commit</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/4586/Lu99Qe0Z_400x400.png' alt='pytest'>
<br>
<sub><a href="http://pytest.org/latest/">pytest</a></sub>
<br>
<sub>v3.2.2</sub>
</td>

</tr>
</table>

## Other (6)
<table><tr>
<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/2270/no-img-open-source.png' alt='HTML'>
<br>
<sub><a href="http://">HTML</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/4190/fGBUdNf__400x400.jpg' alt='Jupyter'>
<br>
<sub><a href="http://jupyter.org">Jupyter</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/2179/default_332f874a2edb2686f578aa6389313efcea1eec41.png' alt='NumPy'>
<br>
<sub><a href="http://www.numpy.org/">NumPy</a></sub>
<br>
<sub>v1.13.3</sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/4631/default_c2062d40130562bdc836c13dbca02d318205a962.png' alt='Shell'>
<br>
<sub><a href="https://en.wikipedia.org/wiki/Shell_script">Shell</a></sub>
<br>
<sub></sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/4717/FtFnqC38_400x400.png' alt='TensorFlow'>
<br>
<sub><a href="https://www.tensorflow.org">TensorFlow</a></sub>
<br>
<sub>v1.7</sub>
</td>

<td align='center'>
<img width='36' height='36' src='https://img.stackshare.io/service/3511/cof_orange_hex.jpg' alt='Ubuntu'>
<br>
<sub><a href="http://www.ubuntu.com/">Ubuntu</a></sub>
<br>
<sub>v16.04.0</sub>
</td>

</tr>
</table>


## <img src='https://img.stackshare.io/group.svg' /> Open source packages (6)</h2>

## <img width='24' height='24' src='https://img.stackshare.io/service/12572/-RIWgodF_400x400.jpg'/> PyPI (6)

|NAME|VERSION|LAST UPDATED|LAST UPDATED BY|LICENSE|VULNERABILITIES|
|:------|:------|:------|:------|:------|:------|
|[Pillow](https://pypi.org/project/Pillow)|v4.2.1|09/16/19|Chris Elion |HPND|[CVE-2021-25288](https://github.com/advisories/GHSA-rwv7-3v45-hg29) (Critical)<br/>[CVE-2021-25287](https://github.com/advisories/GHSA-77gc-v2xv-rvvh) (Critical)<br/>[CVE-2022-22817](https://github.com/advisories/GHSA-8vj2-vxx3-667w) (Critical)<br/>[CVE-2022-24303](https://github.com/advisories/GHSA-9j59-75qj-795w) (Critical)<br/>[CVE-2020-35653](https://github.com/advisories/GHSA-f5g8-5qq7-938w) (High)<br/>[CVE-2020-5312](https://github.com/advisories/GHSA-p49h-hjvm-jg3h) (High)<br/>[CVE-2020-5310](https://github.com/advisories/GHSA-vcqg-3p29-xw73) (High)<br/>[CVE-2021-27921](https://github.com/advisories/GHSA-f4w8-cv6p-x6r5) (High)<br/>[CVE-2021-25290](https://github.com/advisories/GHSA-8xjq-8fcg-g5hw) (High)<br/>[CVE-2021-25291](https://github.com/advisories/GHSA-mvg9-xffr-p774) (High)<br/>[CVE-2020-10379](https://github.com/advisories/GHSA-8843-m7mw-mxqm) (High)<br/>[CVE-2020-11538](https://github.com/advisories/GHSA-43fq-w8qq-v88h) (High)<br/>[CVE-2021-28676](https://github.com/advisories/GHSA-7r7m-5h27-29hp) (High)<br/>[CVE-2021-28677](https://github.com/advisories/GHSA-q5hq-fp76-qmrc) (High)<br/>[CVE-2023-4863](https://github.com/advisories/GHSA-j7hp-h8jx-5ppr) (High)<br/>[CVE-2021-27923](https://github.com/advisories/GHSA-95q3-8gr9-gm8w) (High)<br/>[CVE-2019-19911](https://github.com/advisories/GHSA-5gm3-px64-rw72) (High)<br/>[CVE-2020-5313](https://github.com/advisories/GHSA-hj69-c76v-86wr) (High)<br/>[CVE-2020-35654](https://github.com/advisories/GHSA-vqcj-wrf2-7v73) (High)<br/>[CVE-2021-27922](https://github.com/advisories/GHSA-3wvg-mj6g-m9cv) (High)<br/>[CVE-2023-50447](https://github.com/advisories/GHSA-3f63-hfp8-52jq) (High)<br/>[CVE-2021-28675](https://github.com/advisories/GHSA-g6rj-rv7j-xwp4) (Moderate)<br/>[CVE-2020-35655](https://github.com/advisories/GHSA-hf64-x4gq-p99h) (Moderate)<br/>[CVE-2020-10177](https://github.com/advisories/GHSA-cqhg-xjhh-p8hf) (Moderate)<br/>[CVE-2022-22815](https://github.com/advisories/GHSA-pw3c-h7wp-cvhx) (Moderate)<br/>[CVE-2020-10378](https://github.com/advisories/GHSA-3xv8-3j54-hgrp) (Moderate)<br/>[CVE-2020-10994](https://github.com/advisories/GHSA-vj42-xq3r-hr3r) (Moderate)<br/>[CVE-2022-22816](https://github.com/advisories/GHSA-xrcv-f9gm-v42c) (Moderate)<br/>[](https://github.com/advisories/GHSA-4fx9-vc88-q2xc) (Low)|
|[cloudpickle](https://pypi.org/project/cloudpickle)|N/A|07/17/19|Chris Elion |BSD-1-Clause|N/A|
|[grpcio](https://pypi.org/project/grpcio)|v1.11.0|09/16/19|Chris Elion |Apache-2.0|[CVE-2023-1428](https://github.com/advisories/GHSA-6628-q6j9-w8vg) (High)<br/>[CVE-2023-32731](https://github.com/advisories/GHSA-cfgp-2977-2fmm) (High)<br/>[CVE-2023-32732](https://github.com/advisories/GHSA-9hxf-ppjv-w6rq) (Moderate)|
|[gym](https://pypi.org/project/gym)|N/A|08/07/18|Arthur Juliani |Other|N/A|
|[h5py](https://pypi.org/project/h5py)|v2.9.0|09/16/19|Chris Elion |BSD-3-Clause|N/A|
|[protobuf](https://pypi.org/project/protobuf)|v3.6|09/16/19|Chris Elion |BSD-1-Clause|[CVE-2021-22570](https://github.com/advisories/GHSA-77rm-9x9h-xj3g) (High)<br/>[CVE-2022-1941](https://github.com/advisories/GHSA-8gq9-2x98-w8hf) (High)|

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