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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

compressmd

data_imbalance_study

A brief study about the impact of data imbalance over machine learning models. Code is modified from https://github.com/rasbt/deeplearning-models

deathstarbench

Open-source benchmark suite for cloud microservices

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

detr

End-to-End Object Detection with Transformers

fairseq

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

fastmoe

A fast MoE impl for PyTorch

hyhuang00.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

llama

Inference code for LLaMA models

megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

pacmap

PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure

pacmap-docs

Documentation for PaCMAP, the reliable dimensionality reduction algorithm.

scrna-dr2020

seurat

R toolkit for single cell genomics

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs