--- dataset_info: features: - name: 'Unnamed: 0' dtype: int64 - name: volume dtype: float64 - name: vwap dtype: float64 - name: open dtype: float64 - name: close dtype: float64 - name: high dtype: float64 - name: low dtype: float64 - name: date dtype: timestamp[ns] - name: number_of_trades dtype: int64 - name: future_return dtype: float64 - name: atr dtype: float64 - name: rr-6 dtype: float64 - name: rr-12 dtype: float64 - name: rr-36 dtype: float64 - name: rr-144 dtype: float64 - name: rr-288 dtype: float64 - name: log_return dtype: float64 - name: simple_return dtype: float64 - name: cumulative_return dtype: float64 - name: volatility dtype: float64 - name: momentum dtype: float64 - name: zscore_price dtype: float64 - name: price_diff dtype: float64 - name: high_low_range dtype: float64 - name: open_close_range dtype: float64 - name: volume_change dtype: float64 - name: relative_volume dtype: float64 - name: volume_rolling_mean dtype: float64 - name: volume_rolling_std dtype: float64 - name: volume_zscore dtype: float64 - name: volume_surge dtype: float64 - name: price_range_vs_volume dtype: float64 - name: price_change dtype: float64 - name: price_volume_corr dtype: float64 - name: momentum_vs_volume dtype: float64 - name: log_return_vs_volume dtype: float64 - name: upper_wick dtype: float64 - name: lower_wick dtype: float64 - name: wick_ratio dtype: float64 - name: wick_vs_volume dtype: float64 - name: body_to_range_ratio dtype: float64 - name: open_close_ratio dtype: float64 - name: timestamp dtype: timestamp[ns] - name: hour dtype: int32 - name: minute dtype: int32 - name: hour_sin dtype: float64 - name: hour_cos dtype: float64 - name: minute_sin dtype: float64 - name: minute_cos dtype: float64 - name: hour_weighted_relative_volume dtype: float64 - name: minute_weighted_relative_volume dtype: float64 - name: hour_weighted_momentum dtype: float64 - name: minute_weighted_momentum dtype: float64 - name: hour_weighted_volatility dtype: float64 - name: minute_weighted_volatility dtype: float64 - name: hour_weighted_simple_return dtype: float64 - name: minute_weighted_simple_return dtype: float64 - name: hour_weighted_volume_zscore dtype: float64 - name: minute_weighted_volume_zscore dtype: float64 - name: hour_weighted_high_low_range dtype: float64 - name: minute_weighted_high_low_range dtype: float64 - name: hour_weighted_high dtype: float64 - name: minute_weighted_high dtype: float64 - name: hour_weighted_low dtype: float64 - name: minute_weighted_low dtype: float64 - name: hour_weighted_open dtype: float64 - name: minute_weighted_open dtype: float64 - name: hour_weighted_close dtype: float64 - name: minute_weighted_close dtype: float64 - name: hour_weighted_volume_change dtype: float64 - name: minute_weighted_volume_change dtype: float64 - name: hour_weighted_upper_wick dtype: float64 - name: minute_weighted_upper_wick dtype: float64 - name: hour_weighted_lower_wick dtype: float64 - name: minute_weighted_lower_wick dtype: float64 - name: hour_weighted_wick_ratio dtype: float64 - name: minute_weighted_wick_ratio dtype: float64 - name: hour_weighted_wick_vs_volume dtype: float64 - name: minute_weighted_wick_vs_volume dtype: float64 - name: hour_weighted_body_to_range_ratio dtype: float64 - name: minute_weighted_body_to_range_ratio dtype: float64 - name: hour_weighted_open_close_ratio dtype: float64 - name: minute_weighted_open_close_ratio dtype: float64 - name: log_return-12-mean dtype: float64 - name: log_return-12-diff dtype: float64 - name: log_return-36-mean dtype: float64 - name: log_return-36-diff dtype: float64 - name: log_return-144-mean dtype: float64 - name: log_return-144-diff dtype: float64 - name: log_return-288-mean dtype: float64 - name: log_return-288-diff dtype: float64 - name: log_return-864-mean dtype: float64 - name: log_return-864-diff dtype: float64 - name: simple_return-12-mean dtype: float64 - name: simple_return-12-diff dtype: float64 - name: simple_return-36-mean dtype: float64 - name: simple_return-36-diff dtype: float64 - name: simple_return-144-mean dtype: float64 - name: simple_return-144-diff dtype: float64 - name: simple_return-288-mean dtype: float64 - name: simple_return-288-diff dtype: float64 - name: simple_return-864-mean dtype: float64 - name: simple_return-864-diff dtype: float64 - name: cumulative_return-12-mean dtype: float64 - name: cumulative_return-12-diff dtype: float64 - name: cumulative_return-36-mean dtype: float64 - name: cumulative_return-36-diff dtype: float64 - name: cumulative_return-144-mean dtype: float64 - name: cumulative_return-144-diff dtype: float64 - name: cumulative_return-288-mean dtype: float64 - name: cumulative_return-288-diff dtype: float64 - name: cumulative_return-864-mean dtype: float64 - name: cumulative_return-864-diff dtype: float64 - name: volatility-12-mean dtype: float64 - name: volatility-12-diff dtype: float64 - name: volatility-36-mean dtype: float64 - name: volatility-36-diff dtype: float64 - name: volatility-144-mean dtype: float64 - name: volatility-144-diff dtype: float64 - name: volatility-288-mean dtype: float64 - name: volatility-288-diff dtype: float64 - name: volatility-864-mean dtype: float64 - name: volatility-864-diff dtype: float64 - name: momentum-12-mean dtype: float64 - name: momentum-12-diff dtype: float64 - name: momentum-36-mean dtype: float64 - name: momentum-36-diff dtype: float64 - name: momentum-144-mean dtype: float64 - name: momentum-144-diff dtype: float64 - name: momentum-288-mean dtype: float64 - name: momentum-288-diff dtype: float64 - name: momentum-864-mean dtype: float64 - name: momentum-864-diff dtype: float64 - name: zscore_price-12-mean dtype: float64 - name: zscore_price-12-diff dtype: float64 - name: zscore_price-36-mean dtype: float64 - name: zscore_price-36-diff dtype: float64 - name: zscore_price-144-mean dtype: float64 - name: zscore_price-144-diff dtype: float64 - name: zscore_price-288-mean dtype: float64 - name: zscore_price-288-diff dtype: float64 - name: zscore_price-864-mean dtype: float64 - name: zscore_price-864-diff dtype: float64 - name: price_diff-12-mean dtype: float64 - name: price_diff-12-diff dtype: float64 - name: price_diff-36-mean dtype: float64 - name: price_diff-36-diff dtype: float64 - name: price_diff-144-mean dtype: float64 - name: price_diff-144-diff dtype: float64 - name: price_diff-288-mean dtype: float64 - name: price_diff-288-diff dtype: float64 - name: price_diff-864-mean dtype: float64 - name: price_diff-864-diff dtype: float64 - name: high_low_range-12-mean dtype: float64 - name: high_low_range-12-diff dtype: float64 - name: high_low_range-36-mean dtype: float64 - name: high_low_range-36-diff dtype: float64 - name: high_low_range-144-mean dtype: float64 - name: high_low_range-144-diff dtype: float64 - name: high_low_range-288-mean dtype: float64 - name: high_low_range-288-diff dtype: float64 - name: high_low_range-864-mean dtype: float64 - name: high_low_range-864-diff dtype: float64 - name: open_close_range-12-mean dtype: float64 - name: open_close_range-12-diff dtype: float64 - name: open_close_range-36-mean dtype: float64 - name: open_close_range-36-diff dtype: float64 - name: open_close_range-144-mean dtype: float64 - name: open_close_range-144-diff dtype: float64 - name: open_close_range-288-mean dtype: float64 - name: open_close_range-288-diff dtype: float64 - name: open_close_range-864-mean dtype: float64 - name: open_close_range-864-diff dtype: float64 - name: volume_change-12-mean dtype: float64 - name: volume_change-12-diff dtype: float64 - name: volume_change-36-mean dtype: float64 - name: volume_change-36-diff dtype: float64 - name: volume_change-144-mean dtype: float64 - name: volume_change-144-diff dtype: float64 - name: volume_change-288-mean dtype: float64 - name: volume_change-288-diff dtype: float64 - name: volume_change-864-mean dtype: float64 - name: volume_change-864-diff dtype: float64 - name: relative_volume-12-mean dtype: float64 - name: relative_volume-12-diff dtype: float64 - name: relative_volume-36-mean dtype: float64 - name: relative_volume-36-diff dtype: float64 - name: relative_volume-144-mean dtype: float64 - name: relative_volume-144-diff dtype: float64 - name: relative_volume-288-mean dtype: float64 - name: relative_volume-288-diff dtype: float64 - name: relative_volume-864-mean dtype: float64 - name: relative_volume-864-diff dtype: float64 - name: volume_rolling_mean-12-mean dtype: float64 - name: volume_rolling_mean-12-diff dtype: float64 - name: volume_rolling_mean-36-mean dtype: float64 - name: volume_rolling_mean-36-diff dtype: float64 - name: volume_rolling_mean-144-mean dtype: float64 - name: volume_rolling_mean-144-diff dtype: float64 - name: volume_rolling_mean-288-mean dtype: float64 - name: volume_rolling_mean-288-diff dtype: float64 - name: volume_rolling_mean-864-mean dtype: float64 - name: volume_rolling_mean-864-diff dtype: float64 - name: volume_rolling_std-12-mean dtype: float64 - name: volume_rolling_std-12-diff dtype: float64 - name: volume_rolling_std-36-mean dtype: float64 - name: volume_rolling_std-36-diff dtype: float64 - name: volume_rolling_std-144-mean dtype: float64 - name: volume_rolling_std-144-diff dtype: float64 - name: volume_rolling_std-288-mean dtype: float64 - name: volume_rolling_std-288-diff dtype: float64 - name: volume_rolling_std-864-mean dtype: float64 - name: volume_rolling_std-864-diff dtype: float64 - name: volume_zscore-12-mean dtype: float64 - name: volume_zscore-12-diff dtype: float64 - name: volume_zscore-36-mean dtype: float64 - name: volume_zscore-36-diff dtype: float64 - name: volume_zscore-144-mean dtype: float64 - name: volume_zscore-144-diff dtype: float64 - name: volume_zscore-288-mean dtype: float64 - name: volume_zscore-288-diff dtype: float64 - name: volume_zscore-864-mean dtype: float64 - name: volume_zscore-864-diff dtype: float64 - name: volume_surge-12-mean dtype: float64 - name: volume_surge-12-diff dtype: float64 - name: volume_surge-36-mean dtype: float64 - name: volume_surge-36-diff dtype: float64 - name: volume_surge-144-mean dtype: float64 - name: volume_surge-144-diff dtype: float64 - name: volume_surge-288-mean dtype: float64 - name: volume_surge-288-diff dtype: float64 - name: volume_surge-864-mean dtype: float64 - name: volume_surge-864-diff dtype: float64 - name: price_range_vs_volume-12-mean dtype: float64 - name: price_range_vs_volume-12-diff dtype: float64 - name: price_range_vs_volume-36-mean dtype: float64 - name: price_range_vs_volume-36-diff dtype: float64 - name: price_range_vs_volume-144-mean dtype: float64 - name: price_range_vs_volume-144-diff dtype: float64 - name: price_range_vs_volume-288-mean dtype: float64 - name: price_range_vs_volume-288-diff dtype: float64 - name: price_range_vs_volume-864-mean dtype: float64 - name: price_range_vs_volume-864-diff dtype: float64 - name: price_change-12-mean dtype: float64 - name: price_change-12-diff dtype: float64 - name: price_change-36-mean dtype: float64 - name: price_change-36-diff dtype: float64 - name: price_change-144-mean dtype: float64 - name: price_change-144-diff dtype: float64 - name: price_change-288-mean dtype: float64 - name: price_change-288-diff dtype: float64 - name: price_change-864-mean dtype: float64 - name: price_change-864-diff dtype: float64 - name: price_volume_corr-12-mean dtype: float64 - name: price_volume_corr-12-diff dtype: float64 - name: price_volume_corr-36-mean dtype: float64 - name: price_volume_corr-36-diff dtype: float64 - name: price_volume_corr-144-mean dtype: float64 - name: price_volume_corr-144-diff dtype: float64 - name: price_volume_corr-288-mean dtype: float64 - name: price_volume_corr-288-diff dtype: float64 - name: price_volume_corr-864-mean dtype: float64 - name: price_volume_corr-864-diff dtype: float64 - name: momentum_vs_volume-12-mean dtype: float64 - name: momentum_vs_volume-12-diff dtype: float64 - name: momentum_vs_volume-36-mean dtype: float64 - name: momentum_vs_volume-36-diff dtype: float64 - name: momentum_vs_volume-144-mean dtype: float64 - name: momentum_vs_volume-144-diff dtype: float64 - name: momentum_vs_volume-288-mean dtype: float64 - name: momentum_vs_volume-288-diff dtype: float64 - name: momentum_vs_volume-864-mean dtype: float64 - name: momentum_vs_volume-864-diff dtype: float64 - name: log_return_vs_volume-12-mean dtype: float64 - name: log_return_vs_volume-12-diff dtype: float64 - name: log_return_vs_volume-36-mean dtype: float64 - name: log_return_vs_volume-36-diff dtype: float64 - name: log_return_vs_volume-144-mean dtype: float64 - name: log_return_vs_volume-144-diff dtype: float64 - name: log_return_vs_volume-288-mean dtype: float64 - name: log_return_vs_volume-288-diff dtype: float64 - name: log_return_vs_volume-864-mean dtype: float64 - name: log_return_vs_volume-864-diff dtype: float64 - name: upper_wick-12-mean dtype: float64 - name: upper_wick-12-diff dtype: float64 - name: upper_wick-36-mean dtype: float64 - name: upper_wick-36-diff dtype: float64 - name: upper_wick-144-mean dtype: float64 - name: upper_wick-144-diff dtype: float64 - name: upper_wick-288-mean dtype: float64 - name: upper_wick-288-diff dtype: float64 - name: upper_wick-864-mean dtype: float64 - name: upper_wick-864-diff dtype: float64 - name: lower_wick-12-mean dtype: float64 - name: lower_wick-12-diff dtype: float64 - name: lower_wick-36-mean dtype: float64 - name: lower_wick-36-diff dtype: float64 - name: lower_wick-144-mean dtype: float64 - name: lower_wick-144-diff dtype: float64 - name: lower_wick-288-mean dtype: float64 - name: lower_wick-288-diff dtype: float64 - name: lower_wick-864-mean dtype: float64 - name: lower_wick-864-diff dtype: float64 - name: wick_ratio-12-mean dtype: float64 - name: wick_ratio-12-diff dtype: float64 - name: wick_ratio-36-mean dtype: float64 - name: wick_ratio-36-diff dtype: float64 - name: wick_ratio-144-mean dtype: float64 - name: wick_ratio-144-diff dtype: float64 - name: wick_ratio-288-mean dtype: float64 - name: wick_ratio-288-diff dtype: float64 - name: wick_ratio-864-mean dtype: float64 - name: wick_ratio-864-diff dtype: float64 - name: wick_vs_volume-12-mean dtype: float64 - name: wick_vs_volume-12-diff dtype: float64 - name: wick_vs_volume-36-mean dtype: float64 - name: wick_vs_volume-36-diff dtype: float64 - name: wick_vs_volume-144-mean dtype: float64 - name: wick_vs_volume-144-diff dtype: float64 - name: wick_vs_volume-288-mean dtype: float64 - name: wick_vs_volume-288-diff dtype: float64 - name: wick_vs_volume-864-mean dtype: float64 - name: wick_vs_volume-864-diff dtype: float64 - name: body_to_range_ratio-12-mean dtype: float64 - name: body_to_range_ratio-12-diff dtype: float64 - name: body_to_range_ratio-36-mean dtype: float64 - name: body_to_range_ratio-36-diff dtype: float64 - name: body_to_range_ratio-144-mean dtype: float64 - name: body_to_range_ratio-144-diff dtype: float64 - name: body_to_range_ratio-288-mean dtype: float64 - name: body_to_range_ratio-288-diff dtype: float64 - name: body_to_range_ratio-864-mean dtype: float64 - name: body_to_range_ratio-864-diff dtype: float64 - name: open_close_ratio-12-mean dtype: float64 - name: open_close_ratio-12-diff dtype: float64 - name: open_close_ratio-36-mean dtype: float64 - name: open_close_ratio-36-diff dtype: float64 - name: open_close_ratio-144-mean dtype: float64 - name: open_close_ratio-144-diff dtype: float64 - name: open_close_ratio-288-mean dtype: float64 - name: open_close_ratio-288-diff dtype: float64 - name: open_close_ratio-864-mean dtype: float64 - name: open_close_ratio-864-diff dtype: float64 - name: hour-12-mean dtype: float64 - name: hour-12-diff dtype: float64 - name: hour-36-mean dtype: float64 - name: hour-36-diff dtype: float64 - name: hour-144-mean dtype: float64 - name: hour-144-diff dtype: float64 - name: hour-288-mean dtype: float64 - name: hour-288-diff dtype: float64 - name: hour-864-mean dtype: float64 - name: hour-864-diff dtype: float64 - name: minute-12-mean dtype: float64 - name: minute-12-diff dtype: float64 - name: minute-36-mean dtype: float64 - name: minute-36-diff dtype: float64 - name: minute-144-mean dtype: float64 - name: minute-144-diff dtype: float64 - name: minute-288-mean dtype: float64 - name: minute-288-diff dtype: float64 - name: minute-864-mean dtype: float64 - name: minute-864-diff dtype: float64 - name: hour_sin-12-mean dtype: float64 - name: hour_sin-12-diff dtype: float64 - name: hour_sin-36-mean dtype: float64 - name: hour_sin-36-diff dtype: float64 - name: hour_sin-144-mean dtype: float64 - name: hour_sin-144-diff dtype: float64 - name: hour_sin-288-mean dtype: float64 - name: hour_sin-288-diff dtype: float64 - name: hour_sin-864-mean dtype: float64 - name: hour_sin-864-diff dtype: float64 - name: hour_cos-12-mean dtype: float64 - name: hour_cos-12-diff dtype: float64 - name: hour_cos-36-mean dtype: float64 - name: hour_cos-36-diff dtype: float64 - name: hour_cos-144-mean dtype: float64 - name: hour_cos-144-diff dtype: float64 - name: hour_cos-288-mean dtype: float64 - name: hour_cos-288-diff dtype: float64 - name: hour_cos-864-mean dtype: float64 - name: hour_cos-864-diff dtype: float64 - name: minute_sin-12-mean dtype: float64 - name: minute_sin-12-diff dtype: float64 - name: minute_sin-36-mean dtype: float64 - name: minute_sin-36-diff dtype: float64 - name: minute_sin-144-mean dtype: float64 - name: minute_sin-144-diff dtype: float64 - name: minute_sin-288-mean dtype: float64 - name: minute_sin-288-diff dtype: float64 - name: minute_sin-864-mean dtype: float64 - name: minute_sin-864-diff dtype: float64 - name: minute_cos-12-mean dtype: float64 - name: minute_cos-12-diff dtype: float64 - name: minute_cos-36-mean dtype: float64 - name: minute_cos-36-diff dtype: float64 - name: minute_cos-144-mean dtype: float64 - name: minute_cos-144-diff dtype: float64 - name: minute_cos-288-mean dtype: float64 - name: minute_cos-288-diff dtype: float64 - name: minute_cos-864-mean dtype: float64 - name: minute_cos-864-diff dtype: float64 - name: hour_weighted_relative_volume-12-mean dtype: float64 - name: hour_weighted_relative_volume-12-diff dtype: float64 - name: hour_weighted_relative_volume-36-mean dtype: float64 - name: hour_weighted_relative_volume-36-diff dtype: float64 - name: hour_weighted_relative_volume-144-mean dtype: float64 - name: hour_weighted_relative_volume-144-diff dtype: float64 - name: hour_weighted_relative_volume-288-mean dtype: float64 - name: hour_weighted_relative_volume-288-diff dtype: float64 - name: hour_weighted_relative_volume-864-mean dtype: float64 - name: hour_weighted_relative_volume-864-diff dtype: float64 - name: minute_weighted_relative_volume-12-mean dtype: float64 - name: minute_weighted_relative_volume-12-diff dtype: float64 - name: minute_weighted_relative_volume-36-mean dtype: float64 - name: minute_weighted_relative_volume-36-diff dtype: float64 - name: minute_weighted_relative_volume-144-mean dtype: float64 - name: minute_weighted_relative_volume-144-diff dtype: float64 - name: minute_weighted_relative_volume-288-mean dtype: float64 - name: minute_weighted_relative_volume-288-diff dtype: float64 - name: minute_weighted_relative_volume-864-mean dtype: float64 - name: minute_weighted_relative_volume-864-diff dtype: float64 - name: hour_weighted_momentum-12-mean dtype: float64 - name: hour_weighted_momentum-12-diff dtype: float64 - name: hour_weighted_momentum-36-mean dtype: float64 - name: hour_weighted_momentum-36-diff dtype: float64 - name: hour_weighted_momentum-144-mean dtype: float64 - 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name: hour_weighted_open_close_ratio-864-mean dtype: float64 - name: hour_weighted_open_close_ratio-864-diff dtype: float64 - name: minute_weighted_open_close_ratio-12-mean dtype: float64 - name: minute_weighted_open_close_ratio-12-diff dtype: float64 - name: minute_weighted_open_close_ratio-36-mean dtype: float64 - name: minute_weighted_open_close_ratio-36-diff dtype: float64 - name: minute_weighted_open_close_ratio-144-mean dtype: float64 - name: minute_weighted_open_close_ratio-144-diff dtype: float64 - name: minute_weighted_open_close_ratio-288-mean dtype: float64 - name: minute_weighted_open_close_ratio-288-diff dtype: float64 - name: minute_weighted_open_close_ratio-864-mean dtype: float64 - name: minute_weighted_open_close_ratio-864-diff dtype: float64 - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 1783200000 num_examples: 300000 - name: test num_bytes: 761283744 num_examples: 128076 download_size: 2762518533 dataset_size: 2544483744 configs: - config_name: default data_files: - split: train path: data/train-* - split: test path: data/test-* ---