2024-12-15 15:25:11 +01:00 | | | numpy==1.26.* # version might be limited by numba and tensorflow
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| | | pandas==2.* # version might be important for parsing timestamps
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2023-08-27 16:53:54 +02:00 | | | numba # For highlow label generator. numba 0.57.1 requires numpy<1.25,>=1.21,
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2024-05-11 15:27:08 +02:00 | | | pyarrow # If parquet is used. Alternatively fastparquet
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2022-03-20 10:09:33 +01:00 | | |
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2023-08-27 16:53:54 +02:00 | | | apscheduler==3.10.*
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| | | click
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| | | tqdm
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2022-03-20 10:09:33 +01:00 | | |
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2023-08-27 16:53:54 +02:00 | | | # Downloaders
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2024-12-15 15:25:11 +01:00 | | | python-binance==1.0.* # pip install python-binance
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2025-04-17 07:39:32 +01:00 | | | MetaTrader5>=5.0.4874; sys_platform == 'win32'
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2023-03-26 15:44:34 +02:00 | | |
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2023-08-27 16:53:54 +02:00 | | | # Features/label generation
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2023-10-05 12:21:40 +02:00 | | | # tsfresh # if tsfresh feature generator is used. It depends on matrixprofile with binary (in pip) only for Python 3.8
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| | | ta-lib # Python wrapper for TA-lib (native) library
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2023-08-27 16:53:54 +02:00 | | |
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| | | # Algorithms
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2024-06-22 10:02:19 +02:00 | | | scikit-learn==1.5.*
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2024-12-15 15:25:11 +01:00 | | | lightgbm==4.*
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| | | tensorflow==2.16.*
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2023-09-26 21:21:45 +02:00 | | |
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2023-10-05 12:21:40 +02:00 | | | # seaborn # if diagrams are turned on
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