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
2k stars
82 watching
365 forks
last commit: about 2 years ago
Linked from 1 awesome list
machine-learningpythonstatisticstime-series
Machine learning, statistics, analytics / Libraries | |||
| Arrow | 8,751 | 3 months ago | |
| bta-lib | 458 | about 3 years ago | |
| cesium | 675 | 6 months ago | |
| Darts | 8,166 | 2 months ago | |
| ETNA | 867 | over 1 year ago | |
| GENDIS | 104 | over 1 year ago | |
| glm-sklearn | 23 | over 11 years ago | |
| statsmodels | 10,245 | 2 months ago | scikit-learn compatible wrapper around the GLM module in |
| Featuretools | 7,304 | 2 months ago | |
| fecon235 | 1,147 | about 2 years ago | |
| ffn | 2,061 | 3 months ago | |
| flint | 1,006 | over 4 years ago | |
| Flow Forecast | 2,080 | 2 months ago | |
| hctsa | 743 | 2 months ago | |
| HMMLearn | 3,085 | 4 months ago | |
| khiva-python | 46 | 9 months ago | |
| matrixprofile-ts | 734 | 7 months ago | |
| Nitime | 244 | 4 months ago | |
| Orbit | 1,899 | 8 months ago | |
| Pandas TA | 5,545 | 7 months ago | |
| Pastas | 371 | 2 months ago | |
| prophet | 18,627 | 4 months ago | |
| pyDSE | 40 | over 4 years ago | |
| pyFTS | |||
| PyFlux | 2,114 | over 1 year ago | |
| pysf | 55 | about 6 years ago | |
| pyramid | 1,603 | 3 months ago | |
| pytorch-forecasting | 4,038 | 2 months ago | |
| pyts | 1,781 | over 1 year ago | |
| ruptures | 1,649 | 6 months ago | |
| seglearn | 573 | over 2 years ago | |
| sktime | 8,020 | 2 months ago | |
| statsmodels | 10,245 | 2 months ago | |
| stumpy | 3,685 | 3 months ago | |
| TensorFlow-Time-Series-Examples | 472 | almost 7 years ago | |
| tensorflow_probability.sts | 4,274 | 3 months ago | |
| timemachines | 413 | 4 months ago | |
| Traces | 529 | 6 months ago | |
| ta-lib | 9,878 | 3 months ago | |
| tsai | 5,338 | 3 months ago | |
| ta | 4,403 | 7 months ago | |
| TIMEX | 15 | over 1 year ago | |
| tsflex | 405 | 6 months ago | |
| tsfresh | 8,486 | 3 months ago | |
| tslearn | 2,924 | 8 months ago | |
| tspreprocess | 60 | over 7 years ago | |
| tsmoothie | 743 | about 1 year ago | |
Machine learning, statistics, analytics / Examples or singular models | |||
| ES-RNN forecasting algorithm | 319 | over 5 years ago | |
| Deep learning methods for time series classification | 1,576 | almost 2 years ago | |
| LSTM-Neural-Network-for-Time-Series-Prediction | 4,862 | almost 2 years ago | |
| LSTM_tsc | 410 | about 7 years ago | |
| shapelets-python | 217 | over 5 years ago | |
| M4 competition | |||
| UCR_Time_Series_Classification_Deep_Learning_Baseline | 682 | over 5 years ago | |
| WTTE-RNN | 769 | over 4 years ago | |
Time series data container | |||
| Featuretools | 7,304 | 2 months ago | |
| pysf | 55 | about 6 years ago | |
| xarray | 3,660 | 2 months ago | |
| xpandas | 26 | over 2 years ago | |
Data sets | |||
| awesome-public-datasets | 61,377 | 3 months ago | |
| ecmwf_models | 39 | 4 months ago | |
| M4 competition | |||
| pandas-datareader | 2,982 | 7 months ago | |
| Timeseriesclassification.com | |||
Databases, frameworks | |||
| artic | 3,059 | 11 months ago | |
| automl_service | 226 | over 7 years ago | |
| cesium | 675 | 6 months ago | |
| thunder | 815 | about 8 years ago | |
| whisper | 1,251 | 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