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Datasets:
Gimmenoto
/
Warinza008

Tasks:
Reinforcement Learning
Other
Formats:
parquet
Languages:
English
Size:
100M - 1B
Tags:
chess
board-game
deep-learning
neural-network
lichess
tensor-dataset
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
Community
1
Dataset Viewer
Auto-converted to Parquet Duplicate
Search is not available for this dataset
board
list
win
bool
draw
bool
lose
bool
piece_to_move
int64
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♟️ Lichess Elite Chess Tensor Dataset (2013 – May 2020)

Overview

This dataset contains high-dimensional chess board representations extracted exclusively from the Lichess Elite Database, covering games from January 2013 to May 2020.

Each chess position is encoded as a structured 125 × 8 × 8 float tensor, designed for deep learning, policy learning, and reinforcement learning research.

This dataset was prepared strictly for educational and academic research purposes only, under the Department of Computer Science,
King Mongkut’s University of Technology Thonburi (KMUTT), Thailand.

Data Source

Original dataset:

Time range used:

  • January 2013 – May 2020

No data outside this range is included.

This dataset is not affiliated with Lichess. All rights remain with the original data provider.

Dataset Structure

Split

Split Description
train All extracted board positions

Features

Column Type Description
board list<list<list>> 125-channel 8×8 tensor
win bool True if game result is 1-0
draw bool True if game result is 1/2-1/2
lose bool True if game result is 0-1
piece_to_move int64 Encoded move target (from_square × 64 + to_square)

Board Encoding Specification

Each board state is encoded as:

Downloads last month
54
Size of downloaded dataset files:
183 GB
Size of the auto-converted Parquet files:
183 GB
Number of rows:
633,943,770