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The Top 23 Time Series Forecasting Open Source Projects

Open source projects categorized as Time Series Forecasting
Categories > Time Series Forecasting
Gluonts ⭐ 3,423
Probabilistic time series modeling in Python
dependent packages 7total releases 58most recent commit 5 hours agopypi gluonts} Downloads
Deep Learning Time Series ⭐ 1,811
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 7 months ago
Flow Forecast ⭐ 1,370
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 17 hours ago
Time Series Transformers Review ⭐ 949
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit a month ago
Getting Things Done With Pytorch ⭐ 873
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
most recent commit 2 years ago
Ltsf Linear ⭐ 793
This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"
most recent commit 4 days ago
Time Series Prediction ⭐ 607
Time series deep learning models in TensorFlow-TFTS
most recent commit 2 months ago
Awesome Time Series ⭐ 575
list of papers, code, and other resources
most recent commit 2 months ago
Eland ⭐ 483
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 2total releases 24most recent commit 17 days agopypi eland} Downloads
Time Series Forecasting With Python ⭐ 479
A use-case focused tutorial for time series forecasting with python
most recent commit 16 hours ago
Scinet ⭐ 401
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
most recent commit 2 months ago
Nixtla ⭐ 360
Automated ⚙️ time series forecasting.
total releases 7most recent commit 4 months ago
Time Series Works Conferences ⭐ 336
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, etc.)
most recent commit 3 days ago
Awesome Time Series ⭐ 302
Resources for working with time series and sequence data
most recent commit 24 days ago
Deep Time Series Prediction ⭐ 287
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
most recent commit a year ago
Hierarchicalforecast ⭐ 279
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
total releases 12most recent commit 23 days ago
Paddlets ⭐ 274
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 versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
total releases 6most recent commit 2 months ago
Load_forecasting ⭐ 260
Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models
most recent commit a year ago
Pypots ⭐ 240
A python toolbox/library for data mining on partially-observed time series, supporting tasks of forecasting/imputation/classification/clustering on incomplete (irregularly-sampled) multivariate time series with missing values.
total releases 8most recent commit 5 days ago
Awesome Time Series ⭐ 235
A comprehensive survey on the time series domains
most recent commit 7 days ago
Pyfts ⭐ 225
An open source library for Fuzzy Time Series in Python
total releases 6most recent commit 5 days ago
Deep Learning For Hackers ⭐ 196
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
most recent commit 3 years ago
Esrnn Gpu ⭐ 188
PyTorch GPU implementation of the ES-RNN model for time series forecasting
most recent commit 4 years ago
The 3 Most Depended On Time Series Forecasting Open Source Projects
Gluonts ⭐ 3,423
Probabilistic time series modeling in Python
dependent packages 7total releases 58latest release June 30, 2022most recent commit 5 hours agopypi gluonts} Downloads
Eland ⭐ 483
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 2total releases 24latest release May 11, 2022most recent commit 17 days agopypi eland} Downloads
The 9 Latest Releases In Time Series Forecasting Open Source Projects
Gluonts ⭐ 3,423
Probabilistic time series modeling in Python
dependent packages 7total releases 58latest release June 30, 2022most recent commit 5 hours agopypi gluonts} Downloads
Eland ⭐ 483
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 2total releases 24latest release May 11, 2022most recent commit 17 days agopypi eland} Downloads
Nixtla ⭐ 360
Automated ⚙️ time series forecasting.
total releases 7latest release March 07, 2022most recent commit 4 months ago
Timecast ⭐ 8
Performant, composable online learning
total releases 66latest release August 13, 2020most recent commit 2 years ago
Pyfts ⭐ 225
An open source library for Fuzzy Time Series in Python
total releases 6latest release May 07, 2019most recent commit 5 days ago
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