Pinned Repositories
libact
Pool-based active learning in Python
audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
adversarial-nonparametrics
Robustness for Non-Parametric Classification: A Generic Attack and Defense
dp-dg
What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning
interpretable-robust-trees
Connecting Interpretability and Robustness in Decision Trees through Separation
logistic_regression_newton-cg
multilabel-learn
multilabel-learn: Multilabel-Classification Algorithms
ntu-ctf-2014fall
rare-spurious-correlation
Understanding Rare Spurious Correlations in Neural Network
robust-local-lipschitz
A Closer Look at Accuracy vs. Robustness
yangarbiter's Repositories
yangarbiter/robust-local-lipschitz
A Closer Look at Accuracy vs. Robustness
yangarbiter/adversarial-nonparametrics
Robustness for Non-Parametric Classification: A Generic Attack and Defense
yangarbiter/interpretable-robust-trees
Connecting Interpretability and Robustness in Decision Trees through Separation
yangarbiter/rare-spurious-correlation
Understanding Rare Spurious Correlations in Neural Network
yangarbiter/dp-dg
What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning
yangarbiter/torchaudio-benchmark
TorchAudio: Building Blocks for Audio and Speech Processing
yangarbiter/autovar
Experiment variable management tool
yangarbiter/configfiles
My public configuration files for Unix-like systems.
yangarbiter/ML-Doctor
code for ML Doctor
yangarbiter/pecos
PECOS - Prediction for Enormous and Correlated Spaces
yangarbiter/yangarbiter
yangarbiter/audio
simple audio I/O for pytorch
yangarbiter/audio-tutorial
Experiments and tutorials with and for torchaudio
yangarbiter/autovar_project_template
Autovar project template
yangarbiter/BalancingGroups
Simple data balancing baselines for worst-group-accuracy benchmarks.
yangarbiter/close-category-generalization
Close Category Generalization
yangarbiter/code-imitator
yangarbiter/EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
yangarbiter/enhanced-binary-diversification
yangarbiter/Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
yangarbiter/jupyterhub
Multi-user server for Jupyter notebooks
yangarbiter/libact
Pool-based active learning in Python
yangarbiter/lime
Lime: Explaining the predictions of any machine learning classifier
yangarbiter/nearest-category-generalization
Nearest Category Generalization
yangarbiter/TopologyLayer
A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch
yangarbiter/tutorials
PyTorch tutorials.
yangarbiter/ucsdml.github.io
yangarbiter/webMUSHRA
a MUSHRA compliant web audio API based experiment software
yangarbiter/wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
yangarbiter/yangarbiter.github.io