There are 46 repositories under forecasting topic.
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Statsmodels: statistical modeling and econometrics in Python
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
A unified framework for machine learning with time series
A python library for easy manipulation and forecasting of time series.
Probabilistic time series modeling in Python
Merlion: A Machine Learning Framework for Time Series Intelligence
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Time Series Forecasting Best Practices & Examples
NeuralProphet: A simple forecasting package
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Time series forecasting with PyTorch
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
ARCH models in Python
Stock Price Prediction using Machine Learning Techniques
Non-Intrusive Load Monitoring Toolkit (nilmtk)
Lightning ⚡️ fast forecasting with statistical and econometric models.
Kaggle | Web Traffic Forecasting 📈
Scalable and user friendly neural :brain: forecasting algorithms for time series data :wavy_dash:.
Luminaire is a python package that provides ML driven solutions for monitoring time series data.
Deep learning time series prediction with TensorFlow - TFTS
Time series analysis in the `tidyverse`
Automated Time Series Forecasting
ETNA – Time-Series Library
A bookkeeping & financial analysis engine for the Django Framework. UNDER ACTIVE DEVELOPMENT & NOT STABLE YET.
AtsPy: Automated Time Series Models in Python (by @firmai)
A collection of awesome projects, blog posts, books, and talks on quantifying risk
Modeltime unlocks time series forecast models and machine learning in one framework
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
Tools for time series analysis and forecasting
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
PyTorch GPU implementation of the ES-RNN model for time series forecasting