awesome_time_series_in_python
This curated list contains python packages for time series analysis
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last commit: over 1 year ago
Linked from 1 awesome list
machine-learningpythonstatisticstime-series
Machine learning, statistics, analytics / Libraries | |||
| Arrow | 8,687 | about 1 month ago | |
| bta-lib | 451 | over 2 years ago | |
| cesium | 670 | 24 days ago | |
| Darts | 7,916 | 11 days ago | |
| ETNA | 857 | about 1 year ago | |
| GENDIS | 103 | about 1 year ago | |
| glm-sklearn | 23 | about 11 years ago | |
| statsmodels | 9,982 | 11 days ago | scikit-learn compatible wrapper around the GLM module in |
| Featuretools | 7,197 | 12 days ago | |
| fecon235 | 1,101 | over 1 year ago | |
| ffn | 1,949 | 27 days ago | |
| flint | 999 | about 4 years ago | |
| Flow Forecast | 2,019 | 2 days ago | |
| hctsa | 725 | 5 days ago | |
| HMMLearn | 3,030 | 5 days ago | |
| khiva-python | 46 | 4 months ago | |
| matrixprofile-ts | 733 | 2 months ago | |
| Nitime | 244 | 25 days ago | |
| Orbit | 1,859 | 3 months ago | |
| Pandas TA | 5,220 | 2 months ago | |
| Pastas | 357 | 1 day ago | |
| prophet | 18,307 | 5 days ago | |
| pyDSE | 40 | almost 4 years ago | |
| pyFTS | |||
| PyFlux | 2,107 | 11 months ago | |
| pysf | 55 | over 5 years ago | |
| pyramid | 1,574 | 3 days ago | |
| pytorch-forecasting | 3,883 | 3 days ago | |
| pyts | 1,758 | about 1 year ago | |
| ruptures | 1,598 | 25 days ago | |
| seglearn | 571 | about 2 years ago | |
| sktime | 7,747 | 11 days ago | |
| statsmodels | 9,982 | 11 days ago | |
| stumpy | 3,629 | 13 days ago | |
| TensorFlow-Time-Series-Examples | 474 | over 6 years ago | |
| tensorflow_probability.sts | 4,241 | 8 days ago | |
| timemachines | 398 | over 1 year ago | |
| Traces | 528 | 30 days ago | |
| ta-lib | 9,494 | 12 days ago | |
| tsai | 5,133 | 5 months ago | |
| ta | 4,252 | 2 months ago | |
| TIMEX | 13 | over 1 year ago | |
| tsflex | 396 | 22 days ago | |
| tsfresh | 8,364 | about 2 months ago | |
| tslearn | 2,882 | 3 months ago | |
| tspreprocess | 60 | almost 7 years ago | |
| tsmoothie | 736 | 10 months ago | |
Machine learning, statistics, analytics / Examples or singular models | |||
| ES-RNN forecasting algorithm | 317 | about 5 years ago | |
| Deep learning methods for time series classification | 1,540 | over 1 year ago | |
| LSTM-Neural-Network-for-Time-Series-Prediction | 4,790 | over 1 year ago | |
| LSTM_tsc | 407 | almost 7 years ago | |
| shapelets-python | 219 | almost 5 years ago | |
| M4 competition | |||
| UCR_Time_Series_Classification_Deep_Learning_Baseline | 675 | about 5 years ago | |
| WTTE-RNN | 767 | about 4 years ago | |
Time series data container | |||
| Featuretools | 7,197 | 12 days ago | |
| pysf | 55 | over 5 years ago | |
| xarray | 3,563 | 12 days ago | |
| xpandas | 26 | over 2 years ago | |
Data sets | |||
| awesome-public-datasets | 60,170 | 22 days ago | |
| ecmwf_models | 38 | 24 days ago | |
| M4 competition | |||
| pandas-datareader | 2,911 | about 2 months ago | |
| Timeseriesclassification.com | |||
Databases, frameworks | |||
| artic | 3,050 | 6 months ago | |
| automl_service | 225 | about 7 years ago | |
| cesium | 670 | 24 days ago | |
| thunder | 814 | over 7 years ago | |
| whisper | 1,246 | about 1 month ago | |
Free courses | |||
| Time Series Forecasting | |||
frutik/awesome-timeseries