Popular GitHub Repositories for Predictive Modeling

A Julia machine learning framework

Keras implementation of Representation Learning with Contrastive Predictive Coding

Contrastive Predictive Coding for Automatic Speaker Verification

Predict time-series with one line of code.

PyTorch implementation of the CortexNet predictive model

[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning

Analytics & Machine Learning R Sidekick

An open source book to learn data science, data analysis and machine learning, suitable for all ages!

ANNdotNET - deep learning tool on .NET Platform.

Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.

A python multi-variate time series prediction library working with sklearn

The Google Advanced Data Analytics Certificate contains information on how to use machine learning, predictive modeling, and experimental design to collect and analyze large amounts of data, and prepare for jobs like Senior Data Analyst and Junior Data Scientist.

Prediction of Solar Power Generated by a power plant using artificial neural networks

Machine Learning (EE 5184) in NTU

This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Correlations for Long-Term Time Series Forecasting”

Explore a comprehensive collection of basic theories, applications, papers, and best practices about Large Language Models (LLMs) in genomes.

Multi-time-horizon solar forecasting using recurrent neural network

Modelling real estate market in Budapest using machine learning

Univariate and multivariate time series forecasting, with uncertainty quantification (Python & R)