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The Top 23 Python Deep Learning Time Series Open Source Projects

Open source projects categorized as Python Deep Learning Time Series
Categories > Machine Learning > Deep Learning
Categories > Data Storage > Time Series
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit 3 days agopypi autogluon.core} Downloads
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32most recent commit 3 months agopypi darts} Downloads
Tsai ⭐ 4,659
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 2total releases 47most recent commit 25 days agopypi tsai} Downloads
Informer2020 ⭐ 4,553
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 4 months ago
Neural_prophet ⭐ 3,512
NeuralProphet: A simple forecasting package
dependent packages 3total releases 24most recent commit 3 months agopypi neuralprophet} Downloads
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34most recent commit 3 months agopypi pytorch-forecasting} Downloads
Forecasting ⭐ 2,540
Time Series Forecasting Best Practices & Examples
most recent commit a year ago
Neuralforecast ⭐ 2,121
Scalable and user friendly neural 🧠 forecasting algorithms.
dependent packages 5total releases 20most recent commit 3 months agopypi neuralforecast} Downloads
Deep Learning Time Series ⭐ 1,811
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 2 years ago
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118most recent commit 3 months agopypi sdv} Downloads
Flow Forecast ⭐ 1,759
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 months ago
Ltsf Linear ⭐ 1,540
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
most recent commit 4 months ago
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31most recent commit 3 months agopypi ydata-synthetic} Downloads
Liquid_time_constant_networks ⭐ 964
Code Repository for Liquid Time-Constant Networks (LTCs)
most recent commit 8 months ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9most recent commit 3 months ago
Etna ⭐ 834
ETNA – Time-Series Library
total releases 13most recent commit 9 months ago
Deepdow ⭐ 790
Portfolio optimization with deep learning.
total releases 5most recent commit 3 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 4 months ago
N Beats ⭐ 686
Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.
most recent commit a year ago
Chaos_genius ⭐ 671
ML powered analytics engine for outlier detection and root cause analysis.
most recent commit 3 months ago
Neurodiffeq ⭐ 576
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
total releases 18most recent commit 3 months ago
Pypots ⭐ 558
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
total releases 20most recent commit 3 months ago
Predictive Maintenance Using Lstm ⭐ 507
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
most recent commit a year ago
The 10 Most Depended On Python Deep Learning Time Series Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 3 days agopypi autogluon.core} Downloads
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34latest release July 26, 2020most recent commit 3 months agopypi pytorch-forecasting} Downloads
Deepecho ⭐ 75
Synthetic Data Generation for mixed-type, multivariate time series.
dependent packages 6total releases 33latest release November 13, 2023most recent commit 5 months agopypi deepecho} Downloads
Neuralforecast ⭐ 2,121
Scalable and user friendly neural :brain: forecasting algorithms.
dependent packages 5total releases 20latest release October 05, 2023most recent commit 3 months agopypi neuralforecast} Downloads
Neural_prophet ⭐ 3,512
NeuralProphet: A simple forecasting package
dependent packages 3total releases 24latest release September 19, 2023most recent commit 3 months agopypi neuralprophet} Downloads
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31latest release December 08, 2023most recent commit 3 months agopypi ydata-synthetic} Downloads
Tsaug ⭐ 280
A Python package for time series augmentation
dependent packages 2total releases 4latest release April 17, 2020most recent commit a year agopypi tsaug} Downloads
The 10 Latest Releases In Python Deep Learning Time Series Open Source Projects
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 3 days agopypi autogluon.core} Downloads
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31latest release December 08, 2023most recent commit 3 months agopypi ydata-synthetic} Downloads
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186latest release December 04, 2023most recent commit 3 months ago
Numalogic ⭐ 156
Collection of operational time series ML models and tools
total releases 50latest release November 30, 2023most recent commit 3 months ago
Tactis ⭐ 90
TACTiS: Transformer-Attentional Copulas for Time Series from ServiceNow Research
total releases 10latest release November 29, 2023most recent commit 4 months ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9latest release November 28, 2023most recent commit 3 months ago
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Deepecho ⭐ 75
Synthetic Data Generation for mixed-type, multivariate time series.
dependent packages 6total releases 33latest release November 13, 2023most recent commit 5 months agopypi deepecho} Downloads
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