DongjunLee

prometheus

The Prometheus monitoring system and time series database.

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

redoc

📘 OpenAPI/Swagger-generated API Reference Documentation

argo-cd

Declarative Continuous Deployment for Kubernetes

full-stack-fastapi-postgresql

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

triton

Development repository for the Triton language and compiler

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

AugLy

A data augmentations library for audio, image, text, and video.

aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

ArchUnit

A Java architecture test library, to specify and assert architecture rules in plain Java

plotext

plotting on terminal

functorch

functorch is JAX-like composable function transforms for PyTorch.

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

R-Drop

template

This is the repository for the distill web framework

parallelformers

Parallelformers: An Efficient Model Parallelization Toolkit for Deployment

flores

Facebook Low Resource (FLoRes) MT Benchmark

voxpopuli

A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation

align_uniform

Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2020

testbook

🧪 📗 Unit test your Jupyter Notebooks the right way

SOS4NLP

Survey of Surveys for Natural Language Processing (SOS4NLP)

sql-snippets

A curated collection of helpful SQL queries and functions, maintained by Count.

Crowded-Valley---Results

This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"

transformer-sequential

Trains Transformer model variants. Data isn't shuffled between batches.

klue-transformers-tutorial

KLUE 데이터를 활용한 HuggingFace Transformers 튜토리얼

fastapi-responses

Find HTTPExceptions and turn them into documented responses! :tada:

KLUE-baseline

Finetuning Pipeline

neuralwoz

NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-based Simulation (ACL-IJCNLP 2021)