Hyun Il Park's repositories
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
SGPA
Example code of Sparse Gaussian Process Attention (ICLR 2023)
Regression-as-Classification
Code for paper: Regression as Classification: Influence of Task Formulation on Neural Network Features
neural-tangents
Fast and Easy Infinite Neural Networks in Python
materials
Bonus materials, exercises, and example projects for our Python tutorials
convolution_as_multiplication
Step by step explanation of 2D convolution implemented as matrix multiplication using toeplitz matrices
github-slideshow
A robot powered training repository :robot:
natural-posterior-network
Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)
requests-for-research
A living collection of deep learning problems
mTAN
Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.
hamiltonian-nn
Code for our paper "Hamiltonian Neural Networks"
latent_ode
Code for "Latent ODEs for Irregularly-Sampled Time Series" paper
deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
PRMLT
Matlab code for machine learning algorithms in book PRML
semi-supervised-pytorch
Implementations of various VAE-based semi-supervised and generative models in PyTorch