yangarbiter

robust-local-lipschitz

A Closer Look at Accuracy vs. Robustness

adversarial-nonparametrics

Robustness for Non-Parametric Classification: A Generic Attack and Defense

interpretable-robust-trees

Connecting Interpretability and Robustness in Decision Trees through Separation

rare-spurious-correlation

Understanding Rare Spurious Correlations in Neural Network

dp-dg

What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning

torchaudio-benchmark

TorchAudio: Building Blocks for Audio and Speech Processing

autovar

Experiment variable management tool

configfiles

My public configuration files for Unix-like systems.

ML-Doctor

code for ML Doctor

pecos

PECOS - Prediction for Enormous and Correlated Spaces

yangarbiter

audio

simple audio I/O for pytorch

audio-tutorial

Experiments and tutorials with and for torchaudio

autovar_project_template

Autovar project template

BalancingGroups

Simple data balancing baselines for worst-group-accuracy benchmarks.

close-category-generalization

Close Category Generalization

code-imitator

EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

enhanced-binary-diversification

Financial-Models-Numerical-Methods

Collection of notebooks about quantitative finance, with interactive python code.

jupyterhub

Multi-user server for Jupyter notebooks

libact

Pool-based active learning in Python

lime

Lime: Explaining the predictions of any machine learning classifier

nearest-category-generalization

Nearest Category Generalization

TopologyLayer

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

tutorials

PyTorch tutorials.

ucsdml.github.io

webMUSHRA

a MUSHRA compliant web audio API based experiment software

wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

yangarbiter.github.io