hyunghunny
Research interest: Automatic Hyper-Parameter Optimization of Deep Neural Networks.
Applied Data Science Lab@SNU ConvergenceSuwon Korea, Republic of
Pinned Repositories
hyunghunny.github.io
simple web server on github
DEEP-BO
DEEP-BO for Hyperparameter Optimization of Deep Networks
tf-hpo
TensorFlow Deep Learning Hyperparameter Optimization
DIoTY
Do Internet of Things Yourself!
asdl-playground
playground for ASDL
AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch.
bananas
Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858
CalenLog
Save schedules from calendar web app
conditional-neural-process
ConfigSpace
hyunghunny's Repositories
hyunghunny/DIoTY
Do Internet of Things Yourself!
hyunghunny/EnergyInAction
Energy Usage Behavior Monitoring System Development
hyunghunny/AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch.
hyunghunny/bananas
Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858
hyunghunny/conditional-neural-process
hyunghunny/ConfigSpace
hyunghunny/dragonfly
An open source python library for scalable Bayesian optimisation.
hyunghunny/efficientnet-pytorch
Trainer node of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".
hyunghunny/error-detection
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
hyunghunny/Few_Shot_Distribution_Calibration
[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration
hyunghunny/git-tutorial
Just for tutorial
hyunghunny/gtc_fall
GPU Optimization for Python
hyunghunny/HpBandSter
a distributed Hyperband implementation on Steroids
hyunghunny/hyperband
Tuning hyperparams fast with Hyperband
hyunghunny/hyunghunny.github.io
simple web server on github
hyunghunny/MetaBO
Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization
hyunghunny/multi-focus-wbc-dataset
A large multi-focus dataset for white blood cell classification
hyunghunny/nasbench
NASBench: A Neural Architecture Search Dataset and Benchmark
hyunghunny/nasbench301
hyunghunny/noah-research
Noah Research
hyunghunny/open_datasets
repository of open dataset for data science exercises
hyunghunny/pybnn
Bayesian neural network package
hyunghunny/pycls
Codebase for Image Classification Research, written in PyTorch.
hyunghunny/pylearningcurvepredictor
predicting learning curves in python
hyunghunny/pytorch_influence_functions
This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
hyunghunny/RDIA
hyunghunny/RoBO
RoBO: a Robust Bayesian Optimization framework
hyunghunny/S2M2_fewshot
hyunghunny/trafficPrediction
hyunghunny/TyXe