Joe Biggins's starred repositories
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
matomo
Empowering People Ethically with the leading open source alternative to Google Analytics that gives you full control over your data. Matomo lets you easily collect data from websites & apps and visualise this data and extract insights. Privacy is built-in. Liberating Web Analytics. Star us on Github? +1. And we love Pull Requests!
khoj
Your AI second brain. Get answers to your questions, whether they be online or in your own notes. Use online AI models (e.g gpt4) or private, local LLMs (e.g llama3). Self-host locally or use our cloud instance. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
llama-recipes
Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger
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
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
modelscope
ModelScope: bring the notion of Model-as-a-Service to life.
awesome-generative-ai
A curated list of modern Generative Artificial Intelligence projects and services
influential-cs-books
Most influential books on Computer Science/programming
factory_boy
A test fixtures replacement for Python
financial-freedom
🔥🔥🔥 An open source alternative to Mint, YNAB, and more. Stay on budget and build wealth without sacrificing your privacy.
pytorch-openai-transformer-lm
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
build-your-own-zerotier
Build your own layer-2 virtual switch in less than 300 lines of code
SearchAnything
A semantic local search engine powered by AI models.
OSX-PDF-Toolkit
A set of pdf utilities for OSX. For more information please see https://flowpaper.com
io_multiplexing
I/O Multiplexing for Linux and OSX (BSD)
hwtools-osx
Hardware tools for macOS