ykwon0407

Pinned Repositories

opendataval
OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)
Language:Python88 2 188
beta_shapley
Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)
Language:Jupyter Notebook40 2 39
dagmm-1
A Pytorch implementation of the paper `Deep Autoencoding Gaussian Mixture Model For Unsupervised Anomaly Detection` by Zong et al.
Language:Python5 2 01
DataInf
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
Language:Jupyter Notebook55 1 47
dataoob
Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)
Language:Python17 3 02
fast_dist_shapley
Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)
Language:Python21 2 16
UQ_BNN
Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)
Language:Jupyter Notebook135 4 1221
variational_autoencoder
variational_autoencoder
Language:Jupyter Notebook6 2 01
wdro_local_perturbation
Principled learning method for Wasserstein distributionally robust optimization with local perturbations (ICML 2020)
Language:Python22 2 23
WeightedSHAP
WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
Language:Jupyter Notebook160 2 119

ykwon0407's Repositories

ykwon0407/variational_autoencoder
variational_autoencoder
Language:Jupyter Notebook6 2 01
ykwon0407/dpgmm
Dirichlet Process Gaussian Mixture Models
Language:C++1 2 0
ykwon0407/2016_winter_school_bootstrap
2016_winter_school_bootstrap
Language:R
ykwon0407/ads1-notebooks
Copies of notebooks used in the practical sessions for Algorithms for DNA Sequencing
ykwon0407/ads1-slides
Slides for Algorithms for DNA Sequencing Coursera class
ykwon0407/algorithm
Algorithm practices
Language:Python2 0
ykwon0407/AnomalyDetectionToolbox
A collection of algorithms for anomaly detection
Language:Matlab
ykwon0407/caffe-googlenet-bn
re-implementation of googlenet batch normalization
Language:Shell
ykwon0407/CNN_visualization
An implementation of CNN visualization.
Language:Jupyter Notebook
ykwon0407/cs231n.github.io
Public facing notes page
Language:HTML
ykwon0407/deepdream
Deep dream
Language:Jupyter Notebook
ykwon0407/deeplearning-papernotes
Summaries and notes on Deep Learning research papers
3 0
ykwon0407/kaggle_diabetic
Team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge
Language:Python
ykwon0407/kaggle_Microsoft_Malware
code for kaggle competition Microsoft malware classification
Language:Python
ykwon0407/kaggle_santander
santander competition
Language:Jupyter Notebook
ykwon0407/Lasagne
Lightweight library to build and train neural networks in Theano
Language:Python
ykwon0407/Lpoint
Lpoint with Young-Geun Choi, SeongOh Park
Language:R
ykwon0407/mnist_practice
MNIST practice with tensorflow and caffe
Language:Jupyter Notebook
ykwon0407/NSL_KDD
NSL-KDD Dataset
ykwon0407/rcpp_dpmm
2 0
ykwon0407/Recipes
Lasagne recipes: examples, IPython notebooks, ...
Language:Python
ykwon0407/resnet
Implementation of Deep Residual Learning / Residual Network for MSR paper http://arxiv.org/abs/1512.03385
Language:Python2 0
ykwon0407/ResNet-Generator-for-caffe
A script for generating ResNet model which is proposed by MSRA in ImageNet 2015.
Language:Python
ykwon0407/resnet_gen
Language:Python
ykwon0407/Variational-Autoencoder
Implementation of a variational Auto-encoder
Language:Python2 0