venGaza

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

randomfun

Notebooks and various random fun

hlb-CIFAR10

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)

ask-fsdl

Document Q&A over The Full Stack's Corpus

data-science-on-aws

trl

Train transformer language models with reinforcement learning.

pycon_polars101

awesome-polars

A curated list of Polars talks, tools, examples & articles. Contributions welcome !

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

openai-cookbook

Examples and guides for using the OpenAI API

fastapi

Demo of FastAPI

GTFOBins.github.io

GTFOBins is a curated list of Unix binaries that can be used to bypass local security restrictions in misconfigured systems

hash_extender

securitydatasets

Home for Splunk security datasets.

PayloadsAllTheThings

A list of useful payloads and bypass for Web Application Security and Pentest/CTF

cuml

cuML - RAPIDS Machine Learning Library

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Python-MLOps-Cookbook

This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.

data-science-on-aws

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

practical-mlops-book

[Book-2021] Practical MLOps O'Reilly Book

xview3-reference

Reference data processing code and model for the xView3 prize challenge.

Rectangle

Move and resize windows on macOS with keyboard shortcuts and snap areas

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

fastbook

The fastai book, published as Jupyter Notebooks

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

tensorflow

An Open Source Machine Learning Framework for Everyone