Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Deeplearningexamples	12,073		a year ago			295		Jupyter Notebook
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Autogluon	7,829	14	2 months ago	1,168	December 10, 2023	299	apache-2.0	Python
Fast and Accurate ML in 3 Lines of Code
Tsai	4,659	2	9 months 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
Gluonts	4,638	16	a month ago	107	December 07, 2023	385	apache-2.0	Python
Probabilistic time series modeling in Python
Informer2020	4,553		a year ago			128	apache-2.0	Python
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Neural_prophet	3,512	3	a year ago	24	September 19, 2023	45	mit	Python
NeuralProphet: A simple forecasting package
Pytorch Forecasting	3,439	10	a year ago	34	July 26, 2020	464	mit	Python
Time series forecasting with PyTorch
Neuralforecast	2,121	5	a year ago	20	October 05, 2023	98	other	Python
Scalable and user friendly neural :brain: forecasting algorithms.
Flow Forecast	1,964		5 months ago			101	gpl-3.0	Python
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Ltsf Linear	1,920		a year ago			16	apache-2.0	Python
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Alternatives To Pytorch Forecasting

Select To Compare

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

most recent commit a year ago

Autogluon ⭐ 7,829

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168most recent commit 2 months ago

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 9 months ago

Gluonts ⭐ 4,638

Probabilistic time series modeling in Python

dependent packages 16total releases 107most recent commit a month ago

Informer2020 ⭐ 4,553

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

most recent commit a year ago

Neural_prophet ⭐ 3,512

NeuralProphet: A simple forecasting package

dependent packages 3total releases 24most recent commit a year ago

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

dependent packages 10total releases 34most recent commit a year ago

Neuralforecast ⭐ 2,121

Scalable and user friendly neural :brain: forecasting algorithms.

dependent packages 5total releases 20most recent commit a year ago

Flow Forecast ⭐ 1,964

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

most recent commit 5 months ago

Ltsf Linear ⭐ 1,920

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

most recent commit a year ago

Suggest An Alternative To pytorch-forecasting

Alternative Project Comparisons

Pytorch Forecasting vs Deeplearningexamples

Pytorch Forecasting vs Autogluon

Pytorch Forecasting vs Tsai

Pytorch Forecasting vs Gluonts

Pytorch Forecasting vs Informer2020

Pytorch Forecasting vs Neural_prophet

Pytorch Forecasting vs Neuralforecast

Pytorch Forecasting vs Flow Forecast

Pytorch Forecasting vs Ltsf Linear

Popular Pytorch Projects

Transformers ⭐ 136,250

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 10 days ago

Stable Diffusion Webui ⭐ 118,856

Stable Diffusion web UI

total releases 2latest release January 17, 2022most recent commit a year ago

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

dependent packages 8,272total releases 39latest release November 15, 2023most recent commit a year ago

Keras ⭐ 62,228

Deep Learning for humans

dependent packages 697total releases 87latest release December 06, 2023most recent commit 4 days ago

Annotated_deep_learning_paper_implementations ⭐ 53,666

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

dependent packages 2total releases 79latest release November 05, 2023most recent commit 4 months ago

Popular Forecasting Projects

Applied Ml ⭐ 24,828

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

most recent commit a year ago

Mindsdb ⭐ 19,723

Build AI 🤖 using SQL

total releases 449latest release December 07, 2023most recent commit a year ago

Statsmodels ⭐ 9,242

Statsmodels: statistical modeling and econometrics in Python

dependent packages 2,135total releases 35latest release May 05, 2023most recent commit a year ago

Sktime ⭐ 7,828

A unified framework for machine learning with time series

dependent packages 57total releases 57latest release November 06, 2023most recent commit 2 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 a year ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Keras