uiuc-arc Goto Github PK

abstractad

A General Construction for Abstract Interpretation of Higher-Order Automatic Differentiation (OOPSLA 2022)

acmref-template-repo

Template for ACMREF papers

allennlp

An open-source NLP research library, built on PyTorch.

approxcaliper

aqua

aquasense

astra

autokeras

AutoML library for deep learning

axprof

A framework for accuracy profiling of randomized approximate algorithm implementations

axprof.github.io

AxProf Website

bambi

BAyesian Model-Building Interface (BAMBI) in Python.

botorch

Bayesian optimization in PyTorch

cgt

Provable Defense Against Geometric Transformations (ICLR 2023)

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cs477-fall2021-homework3

deepj

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fanc

FANC is a tool for the proof transfer of incomplete verification

fastai

The fastai deep learning library, plus lessons and tutorials

felix

Optimize tensor program fast with Felix, a gradient descent autotuner.

flash

flex

gan

Tooling for GANs in TensorFlow

garage

A toolkit for reproducible reinforcement learning research.

gensim

Topic Modelling for Humans

geomstats

Computations and statistics on manifolds with geometric structures.

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

incremental-dnn-verification

Incremental Verifiers for Neural Networks