The Top 47 Forecasting Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 47 Forecasting Open Source Projects

Categories > Machine Learning > Forecasting

Prophet ⭐ 12,558

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Awesome Project Ideas ⭐ 5,639

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Sktime ⭐ 3,858

A unified framework for machine learning with time series

Gluon Ts ⭐ 1,849

Probabilistic time series modeling in Python

Forecasting ⭐ 1,824

Time Series Forecasting Best Practices & Examples

Neural_prophet ⭐ 1,191

NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch

Informer2020 ⭐ 1,089

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

Pytorch Forecasting ⭐ 927

Time series forecasting with PyTorch

Forecast ⭐ 900

forecast package for R

Pmdarima ⭐ 862

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

A python library for easy manipulation and forecasting of time series.

Stockpriceprediction ⭐ 715

Stock Price Prediction using Machine Learning Techniques

ARCH models in Python

Web Traffic Forecasting ⭐ 599

Kaggle | Web Traffic Forecasting 📈

Non-Intrusive Load Monitoring Toolkit (nilmtk)

Flow Forecast ⭐ 433

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

Tidy time series forecasting

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

A toolkit for working with time series in R

Awesome Risk Quantification ⭐ 386

A collection of awesome projects, blog posts, books, and talks on quantifying risk

Luminaire ⭐ 348

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

AtsPy: Automated Time Series Models in Python (by @firmai)

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

Tsstudio ⭐ 286

Tools for time series analysis and forecasting

Django Ledger ⭐ 273

A bookkeeping & financial analysis engine for the Django Framework. UNDER ACTIVE DEVELOPMENT & NOT STABLE YET.

Esrnn Gpu ⭐ 265

PyTorch GPU implementation of the ES-RNN model for time series forecasting

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

Modeltime ⭐ 204

Modeltime unlocks time series forecast models and machine learning in one framework

Supplychainpy ⭐ 190

Supplychainpy is a Python library for supply chain analysis, modelling and simulation. The library assists a workflow that is reliant on Excel and VBA.

Introduction To Time Series Forecasting Python ⭐ 175

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

Covid19 Severity Prediction ⭐ 173

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

Programs for stock prediction and evaluation

An open source library for Fuzzy Time Series in Python

Java Timeseries ⭐ 156

Time series analysis in Java

Wayeb is a Complex Event Processing and Forecasting (CEP/F) engine written in Scala.

Qlik Py Tools ⭐ 137

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

Statespacemodels.jl ⭐ 125

StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

Deep Quant ⭐ 113

Deep learning for forecasting company fundamental data

Forecastml ⭐ 101

An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms

A Python library for integrating model-based and judgmental forecasting

Stocks Pattern Analyzer ⭐ 85

This tool should help discover different patterns based on similarity measures in historical (financial) data

Anticipy ⭐ 71

A Python library for time series forecasting

MSGARCH R Package

Fpp3 Package ⭐ 46

All data sets required for the examples and exercises in the book "Forecasting: principles and practice" (3rd ed, 2020) by Rob J Hyndman and George Athanasopoulos <http://OTexts.org/fpp3/>. All packages required to run the examples are also loaded.

Pyncov 19 ⭐ 20

Pyncov-19: Learn and predict the spread of COVID-19

1-47 of 47 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210