| statsmodels/statsmodels |
9,242 |
|
3,328 |
2,135 |
about 2 years ago |
35 |
May 05, 2023 |
2,716 |
bsd-3-clause |
Python |
| Statsmodels: statistical modeling and econometrics in Python |
| sktime/sktime |
7,174 |
|
0 |
57 |
about 2 years ago |
57 |
November 06, 2023 |
912 |
bsd-3-clause |
Python |
| A unified framework for machine learning with time series |
| timeseriesAI/tsai |
4,294 |
|
0 |
2 |
about 2 years ago |
47 |
November 13, 2023 |
71 |
apache-2.0 |
Jupyter Notebook |
| Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai |
| AIStream-Peelout/flow-forecast |
1,759 |
|
0 |
0 |
about 2 years ago |
0 |
|
101 |
gpl-3.0 |
Python |
| Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting). |
| qingsongedu/time-series-transformers-review |
1,519 |
|
0 |
0 |
over 2 years ago |
0 |
|
3 |
mit |
|
| A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series. |
| aeon-toolkit/aeon |
723 |
|
0 |
3 |
about 2 years ago |
8 |
October 05, 2023 |
167 |
bsd-3-clause |
Python |
| A toolkit for conducting machine learning tasks with time series data |
| qingsongedu/awesome-AI-for-time-series-papers |
627 |
|
0 |
0 |
over 2 years ago |
0 |
|
0 |
mit |
|
| A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals. |
| WenjieDu/PyPOTS |
558 |
|
0 |
0 |
about 2 years ago |
20 |
November 30, 2023 |
14 |
bsd-3-clause |
Python |
| A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811 |
| cure-lab/SCINet |
509 |
|
0 |
0 |
almost 3 years ago |
0 |
|
20 |
apache-2.0 |
Python |
| The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022) |
| jiwidi/time-series-forecasting-with-python |
499 |
|
0 |
0 |
almost 3 years ago |
0 |
|
7 |
|
Jupyter Notebook |
| A use-case focused tutorial for time series forecasting with python |
