vsuthichai

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

prometheus-example-queries

Simple place for people to provide examples of queries they've found useful.

grpc_bench

Various gRPC benchmarks

marius

Large scale graph learning on a single machine.

awesome-knowledge-graph

A curated list of Knowledge Graph related learning materials, databases, tools and other resources

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

nlp_course

YSDA course in Natural Language Processing

nn4nlp-code

Code Samples from Neural Networks for NLP

DistributedSystemNotes

Notes on Lindsey Kuper's lectures on Distributed Systems

nn4nlp-concepts

A repository of concepts related to neural networks for NLP

NYU-DLSP20

NYU Deep Learning Spring 2020

dist-prog-book

stanford-cs193g-sp2010

This is an archive of materials produced for an introductory class on CUDA programming at Stanford University in 2010

ece408_project

2019 Fall ECE408 Project Resources + Requirements

OpenSeq2Seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

wer_are_we

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

bort

Repository for the paper "Optimal Subarchitecture Extraction for BERT"

fairseq

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

ml-project-checklist

tensorflow-talk-debugging

💬 Slides and supplementary codes for my talk 'Debugging Tips on TensorFlow' (2016)

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

100-Days-Of-ML-Code

100 Days of ML Coding

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

awesome-panoptic-segmentation

Panoptic Segmentation Resources List

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

isolation-forest

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

tpu

Reference models and tools for Cloud TPUs.