Materials for short, half-day workshops

Official code repository for GATK versions 4 and up

Public repository for Agent Skills

Open standard for machine learning interoperability

An improved temporal data pipeline with foundational model for battery State of Health (SOH) prediction (R²->0.99) using advanced time series decomposition (D3R, CEEMDAN) and transformer-based meth…

Complete implementation with 3 methods, sensitivity analysis, and comprehensive visualizations. Reference: doi.org/10.1002/advs.202407641"

Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property c…

This repository contains the codes of "A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild", published at ACM Multimedia 2020. For HD commercial model, please try out Sync Labs

Deep learning toolkit-enabled VLSI placement

All benchmarks, examples and applications cases to be run by Kratos. Note that unit tests are in Kratos repository and NOT here

Official implementation of ARCUS (KDD22)

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristi…

Event Detection in Time Series

Forecasting crude oil price using CEEMNDAN CNN LSTM

Machine Learning Predicts Renal Cell Carcinoma Status from Urine Using Multiplatform Metabolomics

Gillespie-based simulator of biochemical processes

CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.

🍻 An open-source dataset of breweries, cideries, brewpubs, and bottleshops.

learning fda method and relevant codes

Cowpi Environment and Helper Scripts

Official Edison Lab toolboxes and scripts for analyzing metabolomics data.

BeerDeCoded first results using ITS

Fermentation monitoring and management software

Automated Machine Learning on Kubernetes

OpenFOAM examples for data-driven ML and ROM

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Computational Fluid Dynamics in JAX