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

Time Series Forecasting Best Practices & Examples

forecast package for R

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

Stock Price Prediction using Machine Learning Techniques

ARCH models in Python

Kaggle | Web Traffic Forecasting 📈

Non-Intrusive Load Monitoring Toolkit (nilmtk)

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

Tidy time series forecasting

A toolkit for working with time series in R

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

Tools for time series analysis and forecasting

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

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

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

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

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

Time series analysis in Java

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

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

An open source library for Fuzzy Time Series in Python

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

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

Programs for stock prediction and evaluation

Extensive and accessible COVID-19 data + forecasting at the county-level + hospital-level.