GitHub - GuangWeiNgoh/MCTS-EPT-Chess: A Python chess engine that utilizes the Monte Carlo tree search along with early playout termination with the use of a simple static evaluation function and Implicit Minimax Backups. Dashboard built with Streamlit.

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A Python chess engine that utilizes the Monte Carlo tree search along with early playout termination with the use of a simple static evaluation function and Implicit Minimax Backups. Dashboard built with Streamlit.

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Name		Name	Last commit message	Last commit date
Latest commit History 148 Commits
OpeningBook		OpeningBook
json backups		json backups
treepng backups		treepng backups
.gitignore		.gitignore
Chess.py		Chess.py
MCTS.py		MCTS.py
MCTS_EPT.py		MCTS_EPT.py
MCTS_EPT_2 _Stockfish.py		MCTS_EPT_2 _Stockfish.py
MCTS_EPT_2_A.py		MCTS_EPT_2_A.py
MCTS_EPT_2_CP_Norm.py		MCTS_EPT_2_CP_Norm.py
MCTS_EPT_2_CP_Norm_Tuned.py		MCTS_EPT_2_CP_Norm_Tuned.py
MCTS_EPT_2_Minimax_Ordered.py		MCTS_EPT_2_Minimax_Ordered.py
MCTS_EPT_2_Node.py		MCTS_EPT_2_Node.py
MCTS_EPT_3_Nega.py		MCTS_EPT_3_Nega.py
MCTS_EPT_3_Nega_Directed.py		MCTS_EPT_3_Nega_Directed.py
MCTS_EPT_3_Nega_Minimax.py		MCTS_EPT_3_Nega_Minimax.py
MCTS_EPT_3_Nega_Solver.py		MCTS_EPT_3_Nega_Solver.py
MCTS_EPT_3_No_Nega.py		MCTS_EPT_3_No_Nega.py
MCTS_EPT_3_Node.py		MCTS_EPT_3_Node.py
MCTS_EPT_Node.py		MCTS_EPT_Node.py
MCTS_Node.py		MCTS_Node.py
MinimaxAlphaBetaPruning.py		MinimaxAlphaBetaPruning.py
Playout.py		Playout.py
StaticEval.py		StaticEval.py
stockfish.exe		stockfish.exe