Popular GitHub Repositories for Predictive Integrity

A Julia machine learning framework

Python AutoML for Trading Systems and Sports Betting

Interpretable ML package ? for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

Power Tools for AI Engineers With Deadlines

Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.

[CVPR 2024 Highlight] GenAD: Generalized Predictive Model for Autonomous Driving & Foundation Models in Autonomous System

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Keras implementation of Representation Learning with Contrastive Predictive Coding

Python package for conformal prediction

Contrastive Predictive Coding for Automatic Speaker Verification

Framework for setting up predictive analytics services

Reinforcement Learning with Model Predictive Control

Predict time-series with one line of code.

Open-source framework for uncertainty and deep learning models in PyTorch :seedling:

PyTorch implementation of the CortexNet predictive model

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