zhugejun

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

the-art-of-command-line

Master the command line, in one page

stable-diffusion

A latent text-to-image diffusion model

devops-exercises

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

learn-regex

Learn regex the easy way

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

google-research

Google Research

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

system-design

Learn how to design systems at scale and prepare for system design interviews

engineering-blogs

A curated list of engineering blogs

leetcode

🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

remote-jobs

A list of semi to fully remote-friendly companies (jobs) in tech.

kafka

Mirror of Apache Kafka

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

matplotlib

matplotlib: plotting with Python

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

vision

Datasets, Transforms and Models specific to Computer Vision

airbyte

The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

pre-commit

A framework for managing and maintaining multi-language pre-commit hooks.

dagster

An orchestration platform for the development, production, and observation of data assets.

wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

cudf

cuDF - GPU DataFrame Library

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

gluon-cv

Gluon CV Toolkit

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

django-guardian

Per object permissions for Django

ggraph

Grammar of Graph Graphics

performance

:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

karlo

fastverse

An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R