yuehhua

ML engineer in Taiwan AI Labs. Bioinformatics Ph.D. in computational biology. Founder of Julia Taiwan. Enthusiast of machine learning and deep learning.

Taiwan AI LabsTaiwan

Pinned Repositories

GeometricFlux.jl
Geometric Deep Learning for Flux
Language:Julia349 8 12129
SnowyOwl.jl
A single-cell RNA sequencing data analysis toolkit in Julia.
Language:Julia4 3 54
CDGRNs.jl
Official Implementation of Context-Dependent Gene Regulatory Networks (CDGRNs)
Language:Julia5 3 10
deep-learning.jl
Introduction to deep learning using Flux.jl
Language:Jupyter Notebook20 3 02
GraphMLDatasets.jl
A library for machine learning datasets on graph
Language:Julia13 4 60
GraphSignals.jl
Data structures for graph neural network
Language:Julia18 5 133
Hopfields.jl
Modern Hopfield layer implementations in Julia
Language:Julia14 2 40
LieGroups.jl
LieGroups.jl provides Lie group objects and their operations.
Language:Julia6 2 10
patterns.jl
Object-oriented design pattern examples in Julia.
Language:Julia14 4 02
ScatterNNlib.jl
A scatter operation library for neural network
Language:Julia9 3 41

yuehhua's Repositories

yuehhua/GraphSignals.jl
Data structures for graph neural network
Language:Julia18 5 133
yuehhua/Hopfields.jl
Modern Hopfield layer implementations in Julia
Language:Julia14 2 40
yuehhua/GraphMLDatasets.jl
A library for machine learning datasets on graph
Language:Julia13 4 60
yuehhua/machine-learning.jl
Language:Jupyter Notebook8 3 01
yuehhua/LieGroups.jl
LieGroups.jl provides Lie group objects and their operations.
Language:Julia6 2 10
yuehhua/CDGRNs.jl
Official Implementation of Context-Dependent Gene Regulatory Networks (CDGRNs)
Language:Julia5 3 10
yuehhua/handson-machine-learning
Machine learning practices with python scikit-learn
Language:Jupyter Notebook4 2 0
yuehhua/image-recognition.jl
Language:Jupyter Notebook2 3 01
yuehhua/FluxTraining.jl
A flexible neural net training library inspired by fast.ai
Language:Julia1 1 0
yuehhua/GaussianMixtureRegressions.jl
Implementation of Gaussian mixture regression model in Julia.
Language:Julia1 2 1
yuehhua/nucleotide-transformer
🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics
1
yuehhua/python-programming
1 2 0
yuehhua/ShoppingCarts.jl
Language:Julia1 2 0
yuehhua/yuehhua
Config files for my GitHub profile.
1 2 0
yuehhua/ChainRules.jl
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
Language:Julia2 0
yuehhua/CUDA.jl
CUDA programming in Julia.
Language:Julia2 0
yuehhua/Flux3D.jl
3D computer vision library in Julia
Language:Julia1 0
yuehhua/FluxBench.jl
Benchmarks for the FluxML ecosystem for deep learning, scientific machine learning, differentiable programming etc including AD and CUDA accelerated workloads
Language:Julia2 0
yuehhua/General
The official registry of general Julia packages
Language:Julia2 0
yuehhua/MatrixMarket.jl
Julia package to read MatrixMarket file format
Language:Julia1 0
yuehhua/Metrics.jl
Metrics for evaluation of Machine Learning and Deep Learning Models
Language:Julia2 0
yuehhua/NeuralOperators.jl
Language:Julia2 0
yuehhua/NeuralPDE.jl
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Language:Julia1 0
yuehhua/NNlib.jl
Neural Network primitives with multiple backends
Language:Julia2 0
yuehhua/NNlibCUDA.jl
CUDA integration for the NNlib API
Language:Julia2 0
yuehhua/OmicsProfiles.jl
A data structure for single cell sequencing data analysis in Julia.
Language:Julia1 0
yuehhua/Scapa.jl
Scary parameters
Language:Julia1 0
yuehhua/scVI.jl
A Julia package for fitting VAEs to single-cell data using count distributions.
Language:Julia1 0
yuehhua/SnowyOwl.jl
A single-cell RNA sequencing data analysis toolkit in Julia.
Language:Julia1 0
yuehhua/Transformers.jl
Julia Implementation of Transformer models
Language:Julia1 0