chess
acid-chess
chess | acid-chess | |
---|---|---|
2 | 3 | |
19 | 22 | |
- | - | |
0.0 | 5.9 | |
over 2 years ago | 3 months ago | |
Python | Python | |
MIT License | MIT License |
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chess
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Multi-task learning: How's that done?
I use the first approach in a chess bot of mine, here's a link to the article: https://towardsdatascience.com/building-a-chess-engine-part2-db4784e843d5. The code for this can be found here: https://github.com/bellerb/chess/blob/main/ai_ben/train.py.
- Building a Chess AI
acid-chess
- ACID Chess - The Chess Computer for nerds, by nerds.
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ACID-Chess: Uses AI powered chessboard detection
https://github.com/ierror/acid-chess - More training data is needed to make the square classification model "piece based". Currently it only knows three classes "occupied by white", "occupied by black" and "empty". So far it runs quite stable ☺️
- ACID Chess - The Chess Computer for nerds, by nerds
What are some alternatives?
Super-mario-bros-PPO-pytorch - Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
Avalanche - UCI Chess Engine written in Zig.
python-chess-annotator - Reads chess games in PGN format and adds annotations using an engine
quickai - QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.
sapai - Super auto pets engine built with reinforment learning training in mind
Kornia - Geometric Computer Vision Library for Spatial AI
q-learning-algorithms - This repository will aim to provide implementations of q-learning algorithms (DQN, Double-DQN, ...) using Pytorch.
caer - High-performance Vision library in Python. Scale your research, not boilerplate.
muzero-general - MuZero
deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
chappie.ai - Generalized AI to perform a multitude of tasks written in python3
neural_network_chess - Free Book about Deep-Learning approaches for Chess (like AlphaZero, Leela Chess Zero and Stockfish NNUE)