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

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

Rich is a Python library for rich text and beautiful formatting in the terminal.

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and…

🎨 Diagram as Code for prototyping cloud system architectures

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

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

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

Python bindings for FFmpeg - with complex filtering support

An open Apple AirDrop implementation written in Python

Trax — Deep Learning with Clear Code and Speed

Python Cheat Sheet

Containers for machine learning

A terminal spreadsheet multitool for discovering and arranging data

Python SQL Parser and Transpiler

Natural Language Processing Best Practices & Examples

Model parallel transformers in JAX and Haiku

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Build Graph Nets in Tensorflow

🛁 Clean Code concepts adapted for Python

Hummingbird compiles trained ML models into tensor computation for faster inference.

The Project is real time application in opencv using first order model

Computer Networks: A Systems Approach -- Textbook

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

A developer toolkit to implement Serverless best practices and increase developer velocity.

Just draw a bounding box and you can remove the object you want to remove.

RESTler is the first stateful REST API fuzzing tool for automatically testing cloud services through their REST APIs and finding security and reliability bugs in these services.

A small course on exploiting and defending neural networks