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Hyeongsub Kim / 김형섭's Projects

crossformer icon crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

gain icon gain

Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018

ml-workspace icon ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

mljar-supervised icon mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

open-groundingdino icon open-groundingdino

This is the third party implementation of the paper Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

optml_course icon optml_course

EPFL Course - Optimization for Machine Learning - CS-439

sagnet icon sagnet

Reducing Domain Gap by Reducing Style Bias (SagNets)

swarm icon swarm

Swarm Learning for computational pathology

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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