acid-chess
chess
acid-chess | chess | |
---|---|---|
3 | 2 | |
22 | 19 | |
- | - | |
5.9 | 0.0 | |
4 months ago | over 2 years ago | |
Python | Python | |
MIT License | MIT License |
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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
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
What are some alternatives?
Avalanche - UCI Chess Engine written in Zig.
Super-mario-bros-PPO-pytorch - Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
quickai - QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.
python-chess-annotator - Reads chess games in PGN format and adds annotations using an engine
Kornia - Geometric Computer Vision Library for Spatial AI
sapai - Super auto pets engine built with reinforment learning training in mind
caer - High-performance Vision library in Python. Scale your research, not boilerplate.
q-learning-algorithms - This repository will aim to provide implementations of q-learning algorithms (DQN, Double-DQN, ...) using Pytorch.
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
muzero-general - MuZero
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)