Popular GitHub Repositories for Predictive Maintenance

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

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"

The open source Solver AI for Java, Python and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.

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.

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

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

Keras implementation of Representation Learning with Contrastive Predictive Coding

Python package for conformal prediction

Reinforcement Learning with Model Predictive Control

Contrastive Predictive Coding for Automatic Speaker Verification

Framework for setting up predictive analytics services

Predict time-series with one line of code.