4 results found Sort:

Nixtla
neuralforecast Nixtla
389
3.4k
apache-2.0
34
Scalable and user friendly neural :brain: forecasting algorithms.
tft hint esrnn nhits deepar nbeats nbeatsx pytorch baselines forecasting time-series transformer baselines-zoo deep-learning neural-network machine-learning robust-regression deep-neural-networks hierarchical-forecasting probabilistic-forecasting
Created 2021-04-26
1,233 commits to main branch, last one 12 days ago
PaddlePaddle
PaddleTS PaddlePaddle
122
513
apache-2.0
18
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting v...
cost nhits deepar n-hits nbeats ts2vec n-beats informer paddlets paddlepaddle time-series-models time-series-analysis time-series-forecasting time-series-anomaly-detection time-series-representation-learning
Created 2022-05-17
308 commits to release_v1.1 branch, last one about a month ago
DataCanvasIO
HyperTS DataCanvasIO
30
273
apache-2.0
10
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
autodl automl autots lstnet nbeats iforest prophet covariates regression tensorflow forecasting time-series multivariate inceptiontime meta-features classification anomaly-detection neural-architecture-search hyperparameter-optimization
Created 2021-11-15
621 commits to main branch, last one 9 months ago
benman1
time-series benman1
13
61
mit
2
Time-Series models for multivariate and multistep forecasting, regression, and classification
lstm keras deepar nbeats multi-step tensorflow forecasting time-series transformer multivariate deep-learning gaussian-processes
Created 2021-10-03
109 commits to master branch, last one 3 years ago