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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Deep Pink is a chess AI that learns to play chess using deep learning.
| Date | Stars |
|---|---|
| 2026-07-31 | 832 |
| 2026-08-06 | 832 |
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deep-pink ========= Deep Pink is a chess AI that learns to play chess using deep learning. [Here](http://erikbern.com/2014/11/29/deep-learning-for-chess/) is a blog post providing some details about how it works. There is a pre-trained model in the repo, but if you want to train your own model you need to download pgn files and run `parse_game.py`. After that, you need to run `train.py`, preferrably on a GPU machine since it will be 10-100x faster. This might take several days for a big model. Note that the code is a bit hacky (eg. hardcoded paths in some places) so you might have to modify those to suit your needs. Dependencies ============ * [Theano](https://github.com/Theano/Theano): `git clone https://github.com/Theano/Theano; cd Theano; python setup.py install` * [Sunfish](https://github.com/thomasahle/sunfish): `git clone https://github.com/thomasahle/sunfish`. You need to add it to PYTHONPATH to be able to play * [python-chess](https://pypi.python.org/pypi/python-chess) `pip install python-chess` * [scikit-learn](http://scikit-learn.org/stable/install.html) (only needed for training) * [h5py](http://www.h5py.org/): can be installed using `apt-get install python-hdf5` or `pip install hdf5` (only needed for training)
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Erik Bernhardsson · Modal Labs · United States
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:207a5445582cec4b, llm:Repository description: 'Deep Pink is a chess AI that learns to play chess using deep learning.' Language: Python. No topics provided.
matched fp:207a5445582cec4b, llm:Repository description: 'Deep Pink is a chess AI that learns to play chess using deep learning.' Language: Python. No topics provided.