Popular GitHub Repositories for Enzyme Kinetics

High-performance automatic differentiation of LLVM and MLIR.

[CVPR 2021] Actor-Context-Actor Relation Network for Spatio-temporal Action Localization

Chemical Reaction Neural Network

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Machine Learning models for in vitro enzyme kinetic parameter prediction

Human action classification for video, offline and natively on iOS via Core ML

A data-driven tool to predict the reaction order of homogeneous gas-phase reactions. Includes machine learning experiments on the NIST Chemical Kinetics Database.

Named Entity Recognition for Disorder, Species, Chemical or Drug, Gene and Protein, Enzyme, Anatomy, Biological Process, Molecular Function, Cellular Component, Pathway and microRNAs.

Differentiable PLOG to TROE refitter

Differentiable PLOG to TROE refitter

Kinetics-Constrained Neural Ordinary Differential Equations (KCNODE) that can be trained even with small data

Official repository of "Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models"

Differentiable and hardware accelerated chemical kinetics simulations in python using JAX

The project is a machine learning (ML) deployment tutorial and MLOps practice. It deploys a video classification model trained on Kinetics-400 as a simple FastAPI app to Kubernetes with minikube.

Learning Developmental Age from 3D Infant Kinetics Using Adaptive Graph Neural Networks

This repository serves as an example training pipeline for ML projects. It implements the computer vision task of video classification training on K400-Tiny (a sample subset of Kinetics-400).

Modeling signal filtering in the synapse between Mossy Fibers and Unipolar Brush Cells