project.sublime-workspace

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			"contents": " alexei   master  …  Code  Python  Crocrodile  ipython crocrodile/nn/__init__.py \n alexei   master  …  Code  Python  Crocrodile  ipython crocrodile/nn/__init__.py  -i\nPython 3.9.2 (default, Feb 28 2021, 17:03:44) \nType 'copyright', 'credits' or 'license' for more information\nIPython 7.27.0 -- An enhanced Interactive Python. Type '?' for help.\n\n In [1]   ",
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		{
			"contents": "Python 3.9.2 (default, Feb 28 2021, 17:03:44) \n[GCC 10.2.1 20210110] on linux\nType \"help\", \"copyright\", \"credits\" or \"license\" for more information.\n>>> def board_to_matrix(board: chess.Board) -> numpy.ndarray:\n            \"\"\"Convert chess board to matrix.\"\"\"\n            # Base values\n            inputs_values: dict[str, float] = {\n                \"\": 0.0,\n                \"P\": 0.1,\n                \"N\": 0.2,\n                \"B\": 0.3,\n                \"R\": 0.5,\n                \"Q\": 0.9,\n                \"K\": 1,\n                \"p\": -0.1,\n                \"n\": -0.2,\n                \"b\": -0.3,\n                \"r\": -0.5,\n                \"q\": -0.9,\n                \"k\": -1,\n            }\n            # Castling rights\n            castling_bonus: dict[str, float] = {\n                \"k\": 0.05,\n                \"q\": 0.5,\n            }\n            if board.has_kingside_castling_rights(chess.WHITE):\n                inputs_values[\"K\"] += castling_bonus[\"k\"]\n            if board.has_queenside_castling_rights(chess.WHITE):\n                inputs_values[\"K\"] += castling_bonus[\"q\"]\n            if board.has_kingside_castling_rights(chess.BLACK):\n                inputs_values[\"k\"] += castling_bonus[\"k\"]\n            if board.has_queenside_castling_rights(chess.BLACK):\n                inputs_values[\"k\"] += castling_bonus[\"q\"]\n            # Generate board\n            result: numpy.ndarray = numpy.zeros((8, 8))\n            piece_map = board.piece_map()\n            for rank in range(8):\n                for file in range(8):\n                    square: int = rank * 8 + file\n                    piece: str = piece_map.get(square, False).symbol()\n                    if piece:\n                        result[rank][file] = inputs_values[piece]\n                    else:\n                        result[rank][file] = inputs_values[\"\"]\n            # En passant\n            if board.has_legal_en_passant():\n                ep_square: chess.Square = board.ep_square\n                result[chess.square_rank(ep_square)][chess.square_file(ep_square)] += 0.5\n            # Return\n            return result\n... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \nTraceback (most recent call last):\n  File \"<stdin>\", line 1, in <module>\nNameError: name 'chess' is not defined\n>>> import ches\nTraceback (most recent call last):\n  File \"<stdin>\", line 1, in <module>\nModuleNotFoundError: No module named 'ches'\n>>> import chess\n>>> def board_to_matrix(board: chess.Board) -> numpy.ndarray:\n            \"\"\"Convert chess board to matrix.\"\"\"\n            # Base values\n            inputs_values: dict[str, float] = {\n                \"\": 0.0,\n                \"P\": 0.1,\n                \"N\": 0.2,\n                \"B\": 0.3,\n                \"R\": 0.5,\n                \"Q\": 0.9,\n                \"K\": 1,\n                \"p\": -0.1,\n                \"n\": -0.2,\n                \"b\": -0.3,\n                \"r\": -0.5,\n                \"q\": -0.9,\n                \"k\": -1,\n            }\n            # Castling rights\n            castling_bonus: dict[str, float] = {\n                \"k\": 0.05,\n                \"q\": 0.5,\n            }\n            if board.has_kingside_castling_rights(chess.WHITE):\n                inputs_values[\"K\"] += castling_bonus[\"k\"]\n            if board.has_queenside_castling_rights(chess.WHITE):\n                inputs_values[\"K\"] += castling_bonus[\"q\"]\n            if board.has_kingside_castling_rights(chess.BLACK):\n                inputs_values[\"k\"] += castling_bonus[\"k\"]\n            if board.has_queenside_castling_rights(chess.BLACK):\n                inputs_values[\"k\"] += castling_bonus[\"q\"]\n            # Generate board\n            result: numpy.ndarray = numpy.zeros((8, 8))\n            piece_map = board.piece_map()\n            for rank in range(8):\n                for file in range(8):\n                    square: int = rank * 8 + file\n                    piece: str = piece_map.get(square, False).symbol()\n                    if piece:\n                        result[rank][file] = inputs_values[piece]\n                    else:\n                        result[rank][file] = inputs_values[\"\"]\n            # En passant\n            if board.has_legal_en_passant():\n                ep_square: chess.Square = board.ep_square\n                result[chess.square_rank(ep_square)][chess.square_file(ep_square)] += 0.5\n            # Return\n            return result\n... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \nTraceback (most recent call last):\n  File \"<stdin>\", line 1, in <module>\nNameError: name 'numpy' is not defined\n>>> import numpy\n>>> def board_to_matrix(board: chess.Board) -> numpy.ndarray:\n            \"\"\"Convert chess board to matrix.\"\"\"\n            # Base values\n            inputs_values: dict[str, float] = {\n                \"\": 0.0,\n                \"P\": 0.1,\n                \"N\": 0.2,\n                \"B\": 0.3,\n                \"R\": 0.5,\n                \"Q\": 0.9,\n                \"K\": 1,\n                \"p\": -0.1,\n                \"n\": -0.2,\n                \"b\": -0.3,\n                \"r\": -0.5,\n                \"q\": -0.9,\n                \"k\": -1,\n            }\n            # Castling rights\n            castling_bonus: dict[str, float] = {\n                \"k\": 0.05,\n                \"q\": 0.5,\n            }\n            if board.has_kingside_castling_rights(chess.WHITE):\n                inputs_values[\"K\"] += castling_bonus[\"k\"]\n            if board.has_queenside_castling_rights(chess.WHITE):\n                inputs_values[\"K\"] += castling_bonus[\"q\"]\n            if board.has_kingside_castling_rights(chess.BLACK):\n                inputs_values[\"k\"] += castling_bonus[\"k\"]\n            if board.has_queenside_castling_rights(chess.BLACK):\n                inputs_values[\"k\"] += castling_bonus[\"q\"]\n            # Generate board\n            result: numpy.ndarray = numpy.zeros((8, 8))\n            piece_map = board.piece_map()\n            for rank in range(8):\n                for file in range(8):\n                    square: int = rank * 8 + file\n                    piece: str = piece_map.get(square, False).symbol()\n                    if piece:\n                        result[rank][file] = inputs_values[piece]\n                    else:\n                        result[rank][file] = inputs_values[\"\"]\n            # En passant\n            if board.has_legal_en_passant():\n                ep_square: chess.Square = board.ep_square\n                result[chess.square_rank(ep_square)][chess.square_file(ep_square)] += 0.5\n            # Return\n            return result\n... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n>>> board_to_matrix(chess.Board())\nTraceback (most recent call last):\n  File \"<stdin>\", line 1, in <module>\n  File \"<stdin>\", line 38, in board_to_matrix\nAttributeError: 'bool' object has no attribute 'symbol'\n>>> def board_to_matrix(board: chess.Board) -> numpy.ndarray:\n            \"\"\"Convert chess board to matrix.\"\"\"\n            # Base values\n            inputs_values: dict[str, float] = {\n                \"\": 0.0,\n                \"P\": 0.1,\n                \"N\": 0.2,\n                \"B\": 0.3,\n                \"R\": 0.5,\n                \"Q\": 0.9,\n                \"K\": 1,\n                \"p\": -0.1,\n                \"n\": -0.2,\n                \"b\": -0.3,\n                \"r\": -0.5,\n                \"q\": -0.9,\n                \"k\": -1,\n            }\n            # Castling rights\n            castling_bonus: dict[str, float] = {\n                \"k\": 0.05,\n                \"q\": 0.5,\n            }\n            if board.has_kingside_castling_rights(chess.WHITE):\n                inputs_values[\"K\"] += castling_bonus[\"k\"]\n            if board.has_queenside_castling_rights(chess.WHITE):\n                inputs_values[\"K\"] += castling_bonus[\"q\"]\n            if board.has_kingside_castling_rights(chess.BLACK):\n                inputs_values[\"k\"] += castling_bonus[\"k\"]\n            if board.has_queenside_castling_rights(chess.BLACK):\n                inputs_values[\"k\"] += castling_bonus[\"q\"]\n            # Generate board\n            result: numpy.ndarray = numpy.zeros((8, 8))\n            piece_map = board.piece_map()\n            for rank in range(8):\n                for file in range(8):\n                    square: int = rank * 8 + file\n                    piece: chess.Piece | bool = piece_map.get(square, False)\n                    if piece:\n                        result[rank][file] = inputs_values[piece.symbol()]\n                    else:\n                        result[rank][file] = inputs_values[\"\"]\n            # En passant\n            if board.has_legal_en_passant():\n                ep_square: chess.Square = board.ep_square\n                result[chess.square_rank(ep_square)][chess.square_file(ep_square)] += 0.5\n            # Return\n            return result\n... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n>>> board_to_matrix(chess.Board())\narray([[ 0.5 ,  0.2 ,  0.3 ,  0.9 ,  1.55,  0.3 ,  0.2 ,  0.5 ],\n       [ 0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.1 ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [-0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 ],\n       [-0.5 , -0.2 , -0.3 , -0.9 , -0.45, -0.3 , -0.2 , -0.5 ]])\n>>> b = chess.Board()\n>>> b.push(chess.Move.from_uci(\"e2e4\"))\n>>> b\nBoard('rnbqkbnr/pppppppp/8/8/4P3/8/PPPP1PPP/RNBQKBNR b KQkq - 0 1')\n>>> print(b)\nr n b q k b n r\np p p p p p p p\n. . . . . . . .\n. . . . . . . .\n. . . . P . . .\n. . . . . . . .\nP P P P . P P P\nR N B Q K B N R\n>>> board_to_matrix(b)\narray([[ 0.5 ,  0.2 ,  0.3 ,  0.9 ,  1.55,  0.3 ,  0.2 ,  0.5 ],\n       [ 0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.  ,  0.1 ,  0.1 ,  0.1 ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.1 ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [-0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 ],\n       [-0.5 , -0.2 , -0.3 , -0.9 , -0.45, -0.3 , -0.2 , -0.5 ]])\n>>> exit()\n\n***Repl Closed***\n",
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						"pos": 9348,
						"text": "array([[ 0.5 ,  0.2 ,  0.3 ,  0.9 ,  1.55,  0.3 ,  0.2 ,  0.5 ],\n       [ 0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.1 ,  0.1 ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [ 0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ,  0.  ],\n       [-0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 , -0.1 ],\n       [-0.5 , -0.2 , -0.3 , -0.9 , -0.45, -0.3 , -0.2 , -0.5 ]])\n>>> "
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						"pos": 9937,
						"text": "Board('rnbqkbnr/pppppppp/8/8/4P3/8/PPPP1PPP/RNBQKBNR b KQkq - 0 1')\n"
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						"pos": 10018,
						"text": "r n b q k b n r\np p p p p p p p\n. . . . . . . .\n. . . . . . . .\n. . . . P . . .\n. . . . . . . .\nP P P P . P P P\nR N B Q K B N R\n>>> "
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