venGaza

tensorflow

An Open Source Machine Learning Framework for Everyone

PayloadsAllTheThings

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

openai-cookbook

Examples and guides for using the OpenAI API

tuning_playbook

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

Rectangle

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

fastbook

The fastai book, published as Jupyter Notebooks

GTFOBins.github.io

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

numerical-linear-algebra

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

amazon-sagemaker-examples

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

trl

Train transformer language models with reinforcement learning.

machine-learning-systems-design

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

gpt-fast

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

cuml

cuML - RAPIDS Machine Learning Library

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

data-science-on-aws

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

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

disentanglement_lib

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

hlb-CIFAR10

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

randomfun

Notebooks and various random fun

hash_extender

practical-mlops-book

[Book-2021] Practical MLOps O'Reilly Book

awesome-polars

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

Python-MLOps-Cookbook

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

ask-fsdl

Document Q&A over The Full Stack's Corpus

data-science-on-aws

securitydatasets

Home for Splunk security datasets.

xview3-reference

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

fastapi

Demo of FastAPI

pycon_polars101