yuehhua
AI scientist in HII. Bioinformatics Ph.D. in computational biology. Founder of Julia Taiwan. Enthusiast of ML/DL and science.
Human Intelligence IntegrationTaiwan
Pinned Repositories
GeometricFlux.jl
Geometric Deep Learning for Flux
LieGroups.jl
LieGroups.jl – Lie groups and Lie algebras
GraphSignals.jl
Data structures for graph neural network
SnowyOwl.jl
A single-cell RNA sequencing data analysis toolkit in Julia.
CDGRNs.jl
Official Implementation of Context-Dependent Gene Regulatory Networks (CDGRNs)
deep-learning.jl
Introduction to deep learning using Flux.jl
GraphMLDatasets.jl
A library for machine learning datasets on graph
Hopfields.jl
Modern Hopfield layer implementations in Julia
patterns.jl
Object-oriented design pattern examples in Julia.
ScatterNNlib.jl
A scatter operation library for neural network
yuehhua's Repositories
yuehhua/Hopfields.jl
Modern Hopfield layer implementations in Julia
yuehhua/GraphMLDatasets.jl
A library for machine learning datasets on graph
yuehhua/machine-learning.jl
yuehhua/CDGRNs.jl
Official Implementation of Context-Dependent Gene Regulatory Networks (CDGRNs)
yuehhua/handson-machine-learning
Machine learning practices with python scikit-learn
yuehhua/image-recognition.jl
yuehhua/FluxTraining.jl
A flexible neural net training library inspired by fast.ai
yuehhua/GaussianMixtureRegressions.jl
Implementation of Gaussian mixture regression model in Julia.
yuehhua/GraphSignals.jl
Data structures for graph neural network
yuehhua/LieGroups.jl
LieGroups.jl – Lie groups and Lie algebras
yuehhua/nucleotide-transformer
🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics
yuehhua/python-programming
yuehhua/ShoppingCarts.jl
yuehhua/yuehhua
Config files for my GitHub profile.
yuehhua/ChainRules.jl
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
yuehhua/CUDA.jl
CUDA programming in Julia.
yuehhua/Flux3D.jl
3D computer vision library in Julia
yuehhua/FluxBench.jl
Benchmarks for the FluxML ecosystem for deep learning, scientific machine learning, differentiable programming etc including AD and CUDA accelerated workloads
yuehhua/General
The official registry of general Julia packages
yuehhua/MatrixMarket.jl
Julia package to read MatrixMarket file format
yuehhua/Metrics.jl
Metrics for evaluation of Machine Learning and Deep Learning Models
yuehhua/NeuralOperators.jl
yuehhua/NeuralPDE.jl
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
yuehhua/NNlib.jl
Neural Network primitives with multiple backends
yuehhua/NNlibCUDA.jl
CUDA integration for the NNlib API
yuehhua/OmicsProfiles.jl
A data structure for single cell sequencing data analysis in Julia.
yuehhua/Scapa.jl
Scary parameters
yuehhua/scVI.jl
A Julia package for fitting VAEs to single-cell data using count distributions.
yuehhua/SnowyOwl.jl
A single-cell RNA sequencing data analysis toolkit in Julia.
yuehhua/Transformers.jl
Julia Implementation of Transformer models