Stars
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Video+code lecture on building nanoGPT from scratch
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
uBlock Origin - An efficient blocker for Chromium and Firefox. Fast and lean.
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Neural Networks: Zero to Hero
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
slingpy provides starter code for structured, reproducible and maintainable machine learning projects.
🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python…
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
Python library for converting Python calculations into rendered latex.
a high-performance, POSIX-ish Amazon S3 file system written in Go
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Machine Learning Yearning book by
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Build Container Images In Kubernetes
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Cross-platform lib for process and system monitoring in Python
OpenMMLab Semantic Segmentation Toolbox and Benchmark.