zhangce

lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

grammars-v4

Grammars written for ANTLR v4; expectation that the grammars are free of actions.

CoreNLP

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

bagua

Bagua Speeds up PyTorch

FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

portable-pypy

Portable 64 bit x86 PyPy binaries for many Linux distributions.

PERSIA

High performance distributed framework for training deep learning recommendation models based on PyTorch.

DocParser

daphne

DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines

ZipML-PYNQ

Linear model training using stochastic gradient descent (SGD) on PYNQ with full to low precision.

automl

A Scalable Auto-ML System

relationfactory

End-to-end relation extraction and knowledge base population pipeline.

cognitiveNLP-dataCollection

Collection of available data sources for cognitively-inspired NLP

datascope

Measuring data importance over ML pipelines using the Shapley value.

graphframex

GraphFramEx: a systematic evaluation framework for explainability methods on GNNs

online-active-model-selection

Repository for "Online Active Model Selection for Pre-trained ML Classifiers"

dataperf-vision-debugging

Alpha version of our data-centric vision benchmark for training data correction

GraphFramEx

snoopy

System to perform a feasibility study for ML before developing costly machine learning models.