136 Open source projects that are alternatives of or similar to PyForecast

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

GPU-Accelerated Deep Learning for Time Series using Modeltime GluonTS (Learning Lab 53). Event sponsors: Saturn Cloud, NVIDIA, & Business Science.

MSGARCH R Package

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION

Official Python/PyTorch Implementation for "All-In-One Drive: A Large-Scale Comprehensive Perception Dataset with High-Density Long-Range Point Clouds"

Time series forecasting with PyTorch

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

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

A framework for querying AWIPS meteorological datasets from an EDEX Data Server.

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

GluonTS Deep Learning with Modeltime

WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series

Resampling Tools for Time Series Forecasting with Modeltime

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

A fantasy football draft assistant with projections from ESPN, CBS, and NFL

Time series analysis in Java

Personal Financial Forecasting Model

Stock Price Prediction using Machine Learning Techniques

An overview of univariate time series forecasting models with sample code.

Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package

This Python function dm_test implements the Diebold-Mariano Test (1995) to statistically test forecast accuracy equivalence for 2 sets of predictions with modification suggested by Harvey et. al (1997).

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

Python package for early warning signals (EWS) of bifurcations in time series data.

An open source library for Fuzzy Time Series in Python

A COVID-19 dataset with 90 World countries including Algeria.

Non-Intrusive Load Monitoring Toolkit (nilmtk)

A Python reference implementation of the CF data model

A part of HyRiver software stack for getting topography data within the US through 3D Elevation Program (3DEP)

Software for verifying weather forecasts

A unified framework for machine learning with time series

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

Time Series Forecasting Best Practices & Examples

sknifedatar is a package that serves primarily as an extension to the modeltime 📦 ecosystem. In addition to some functionalities of spatial data and visualization.

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

Statistical Models with Regularization in Pure Julia

Calculates various features from time series data. Python implementation of the R package tsfeatures.

Singular Spectrum Analysis for time series forecasting in Python

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

Automated Time Series Forecasting

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

A part of HyRiver software stack that provides access to NHD+ V2 data through NLDI and WaterData web services

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

The web application front end for Model My Watershed.

A Python software stack for retrieving hydroclimate data from web services.

Globally Applicable Framework for Integrated Hydrological-Hydrodynamic Modelling (GLOFRIM)

Tools for time series analysis and forecasting

Open Water Analytics Stormwater Management Model repository

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

A Google Earth Engine based algorithm that extracts river centerlines and widths from satellite images

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

Open weather data for humans

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

Merlion: A Machine Learning Framework for Time Series Intelligence

Advanced, modular, coupled geomorpohology simulator for real-time procedural terrain generation.

SEIR+ model

Pair Trading View - .NET application for visual analysis of synthetic financial instruments based on statistical models.

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

A Python library for integrating model-based and judgmental forecasting

demography package for R