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ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

ControlNet

Let us control diffusion models!

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

marker

Convert PDF to markdown quickly with high accuracy

BlackHole

BlackHole is a modern macOS audio loopback driver that allows applications to pass audio to other applications with zero additional latency.

Perplexica

Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

typescript-book

The Concise TypeScript Book: A Concise Guide to Effective Development in TypeScript. Free and Open Source.

FastUI

Build better UIs faster.

instructor

structured outputs for llms

awesome-langchain

😎 Awesome list of tools and projects with the awesome LangChain framework

awful-ai

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

StableCascade

Official Code for Stable Cascade

marimo

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

promptfoo

Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

transformer-debugger

hacker-news-undocumented

Some of the hidden norms about Hacker News not otherwise covered in the Guidelines and the FAQ.

OpenWorm

Repository for the main Dockerfile with the OpenWorm software stack and project-wide issues

the-sourdough-framework

Open source book dedicated to helping you to make the best possible sourdough bread at home.

lazynlp

Library to scrape and clean web pages to create massive datasets.

awesome-ml

Curated list of useful LLM / Analytics / Datascience resources

interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

financial-agent-ui

Financial agent + generative UI

uncertain_ground_truth

Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).

django-base-site

The Django Base Site is a Django site that is built using the best Django practices and comes with all the common Django packages that you need to jumpstart your next project.

ai-typing-assistant

AI powered local typing assistant built with Ollama

www-project-ai-security-and-privacy-guide

OWASP Foundation Web Respository

logseq-metrics

GWU_rml