awesome_time_series_in_python
Time Series Library
A curated list of Python packages for time series analysis and data processing
This curated list contains python packages for time series analysis
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367 forks
last commit: almost 2 years ago
Linked from 1 awesome list
machine-learningpythonstatisticstime-series
Machine learning, statistics, analytics / Libraries | |||
| Arrow | 8,730 | 6 days ago | |
| bta-lib | 454 | almost 3 years ago | |
| cesium | 671 | 3 months ago | |
| Darts | 8,087 | 6 days ago | |
| ETNA | 862 | over 1 year ago | |
| GENDIS | 103 | over 1 year ago | |
| glm-sklearn | 23 | over 11 years ago | |
| statsmodels | 10,151 | 7 days ago | scikit-learn compatible wrapper around the GLM module in |
| Featuretools | 7,270 | 8 days ago | |
| fecon235 | 1,145 | almost 2 years ago | |
| ffn | 2,035 | 19 days ago | |
| flint | 1,003 | over 4 years ago | |
| Flow Forecast | 2,060 | 8 days ago | |
| hctsa | 738 | 6 days ago | |
| HMMLearn | 3,071 | 22 days ago | |
| khiva-python | 46 | 6 months ago | |
| matrixprofile-ts | 734 | 4 months ago | |
| Nitime | 244 | 15 days ago | |
| Orbit | 1,883 | 4 months ago | |
| Pandas TA | 5,432 | 4 months ago | |
| Pastas | 365 | 9 days ago | |
| prophet | 18,514 | 24 days ago | |
| pyDSE | 40 | about 4 years ago | |
| pyFTS | |||
| PyFlux | 2,111 | about 1 year ago | |
| pysf | 55 | almost 6 years ago | |
| pyramid | 1,594 | 8 days ago | |
| pytorch-forecasting | 4,001 | 9 days ago | |
| pyts | 1,772 | about 1 year ago | |
| ruptures | 1,626 | 3 months ago | |
| seglearn | 571 | about 2 years ago | |
| sktime | 7,943 | 7 days ago | |
| statsmodels | 10,151 | 7 days ago | |
| stumpy | 3,666 | 4 days ago | |
| TensorFlow-Time-Series-Examples | 473 | over 6 years ago | |
| tensorflow_probability.sts | 4,269 | 7 days ago | |
| timemachines | 405 | about 1 month ago | |
| Traces | 530 | 3 months ago | |
| ta-lib | 9,747 | 4 days ago | |
| tsai | 5,262 | 5 days ago | |
| ta | 4,356 | 4 months ago | |
| TIMEX | 13 | over 1 year ago | |
| tsflex | 402 | 3 months ago | |
| tsfresh | 8,435 | 7 days ago | |
| tslearn | 2,910 | 5 months ago | |
| tspreprocess | 60 | about 7 years ago | |
| tsmoothie | 741 | 12 months ago | |
Machine learning, statistics, analytics / Examples or singular models | |||
| ES-RNN forecasting algorithm | 318 | about 5 years ago | |
| Deep learning methods for time series classification | 1,558 | over 1 year ago | |
| LSTM-Neural-Network-for-Time-Series-Prediction | 4,841 | over 1 year ago | |
| LSTM_tsc | 408 | almost 7 years ago | |
| shapelets-python | 218 | about 5 years ago | |
| M4 competition | |||
| UCR_Time_Series_Classification_Deep_Learning_Baseline | 677 | over 5 years ago | |
| WTTE-RNN | 768 | over 4 years ago | |
Time series data container | |||
| Featuretools | 7,270 | 8 days ago | |
| pysf | 55 | almost 6 years ago | |
| xarray | 3,619 | 7 days ago | |
| xpandas | 26 | over 2 years ago | |
Data sets | |||
| awesome-public-datasets | 60,953 | 8 days ago | |
| ecmwf_models | 38 | 16 days ago | |
| M4 competition | |||
| pandas-datareader | 2,948 | 4 months ago | |
| Timeseriesclassification.com | |||
Databases, frameworks | |||
| artic | 3,055 | 8 months ago | |
| automl_service | 225 | about 7 years ago | |
| cesium | 671 | 3 months ago | |
| thunder | 815 | almost 8 years ago | |
| whisper | 1,246 | 3 months ago | |
Free courses | |||
| Time Series Forecasting | |||
frutik/awesome-timeseries
jmrichardson/tuneta
pypa/cibuildwheel
sktime/skpro
artesiawater/hydropandas
arachnys/cabot
chipmuenk/pyfda
awesome-spectral-indices/spyndex
nixtla/statsforecast
graphite-project/graphite-web