Uplift modeling and causal inference with machine learning algorithms

The remake of the https://github.com/biubug6/Pytorch_Retinaface

a general library for fatigue and reliability

A machine learning library for detecting anomalies in signals.

Python Structural Reliability Analysis

Pythonic scripting interface for Comsol Multiphysics

My Python Examples

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

All Algorithms implemented in Python

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

Papers for Video Anomaly Detection, released codes collection, Performance Comparision.

Text and code for Physical Modeling in MATLAB

Deep Learning for Anomaly Deteection

Prognostics Models Package

Prognostics Algorithms Package

Learn how to responsible deliver value using MLOps.

Open-source demos hosted on Dash Gallery

ROS 2 packages that implement dynamic structural health monitoring for a UAV via structural digital twin, formulated using a probabilistic graphical model

Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Exploring Bayesian Optimization

Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"

🐝 Awesome R packages that offer extended UI or server components for the R web framework Shiny

Encoding human activity by considering salient sensors and time points.

Notebooks about Bayesian methods for machine learning

🤹 Shiny tips & tricks for improving your apps and solving common problems

The implementation for the paper "Structured Prediction for Conditional Meta-Learning"

An awesome R-shiny list!

Experiments for understanding disentanglement in VAE latent representations