Trending repositories: machine-learning

42 of 42 repositories

• f/prompts.chat

  f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

  AI summary: The world's largest open-source prompt library for interacting with Large Language Models.

  166,856productivityHTMLOtheraiartificial-intelligenceawesome-listchatgpt

• Comfy-Org/ComfyUI

  The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

  AI summary: A powerful and modular node-based GUI for Stable Diffusion and other generative AI models.

  124,610ai-mlPythonGPL-3.0aicomfycomfyuipython

• ggml-org/llama.cpp

  LLM inference in C/C++

  AI summary: A highly optimized C/C++ port of LLaMA, designed for running large language models locally on consumer hardware.

  122,993ai-mlC++MITggmlllminferencecpp

• rasbt/LLMs-from-scratch

  Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

  AI summary: An educational repository detailing how to build a Large Language Model entirely from scratch.

  100,788learningJupyter NotebookOtheraiartificial-intelligenceattention-mechanismdeep-learning

• karpathy/autoresearch

  AI agents running research on single-GPU nanochat training automatically

  AI summary: An experimental framework for autonomous AI agents to conduct machine learning research.

  93,370ai-mlPythonai-agentsmachine-learningautonomous-researchllm

• Developer-Y/cs-video-courses

  List of Computer Science courses with video lectures.

  AI summary: A heavily curated index of free, university-level computer science video lectures covering every major discipline.

  82,947learningalgorithmsbioinformaticscomputational-biologycomputational-physics

• twitter/the-algorithm

  Source code for the X Recommendation Algorithm

  AI summary: The open-source repository containing the source code for the X (formerly Twitter) Recommendation Algorithm.

  73,658ai-mlScalaAGPL-3.0recommendation-systemmachine-learningsocial-mediaalgorithm

• OpenBB-finance/OpenBB

  Open Data Platform for analysts, quants and AI agents.

  AI summary: An open data platform providing comprehensive financial data for analysts, quants, and AI agents.

  71,496dataPythonOtheraicryptoderivativeseconomics

• microsoft/AI-For-Beginners

  12 Weeks, 24 Lessons, AI for All!

  AI summary: A comprehensive, 12-week curriculum for learning Artificial Intelligence from Microsoft.

  63,074learningJupyter NotebookMITaiartificial-intelligencecnncomputer-vision

• ultralytics/ultralytics

  Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

  AI summary: The official framework for YOLOv8, offering state-of-the-art object detection and image segmentation.

  60,255ai-mlPythonAGPL-3.0computer-visiondeep-learningimage-classificationinstance-segmentation

• karpathy/nanochat

  The best ChatGPT that $100 can buy.

  AI summary: A minimalist, hackable experimental harness for training and interacting with Large Language Models.

  57,033ai-mlPythonMITllmtrainingmachine-learningpytorch

• jingyaogong/minimind

  🧠「大模型」2小时完全从0训练64M的小参数LLM！Train a 64M-parameter LLM from scratch in just 2h!

  AI summary: A lightweight, from-scratch implementation of an LLM training pipeline.

  54,439ai-mlPythonApache-2.0artificial-intelligencelarge-language-modelllmtransformer

• roboflow/supervision

  We write your reusable computer vision tools. 💜

  AI summary: A reusable computer vision utility library providing tools for filtering, annotating, and counting objects.

  49,150ai-mlPythonMITclassificationcococomputer-visiondeep-learning

• Lordog/dive-into-llms

  《动手学大模型Dive into LLMs》系列编程实践教程

  AI summary: A comprehensive deep dive into the inner workings, fine-tuning, and deployment of Large Language Models.

  48,116ai-mlJupyter Notebookllmmachine-learningnatural-language-processingfine-tuning

• rohitg00/ai-engineering-from-scratch

  Learn it. Build it. Ship it for others.

  AI summary: A comprehensive, code-first curriculum to master AI engineering and build production-ready LLM applications.

  46,045learningPythonMITagentsaiai-agentsai-engineering

• google/langextract

  A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

  AI summary: AI-powered tool for extracting structured data from unstructured text using large language models.

  37,990dataPythonApache-2.0geminigemini-aigemini-apigemini-flash

• shiyu-coder/Kronos

  Kronos: A Foundation Model for the Language of Financial Markets

  AI summary: First open-source foundation model designed specifically for analyzing financial candlesticks and market data.

  36,062ai-mlPythonMITfoundation-modelfinancial-marketsquantitative-tradingtime-series

• ItzCrazyKns/Vane

  Vane is an AI-powered answering engine.

  AI summary: Privacy-focused AI answering engine combining web search with local and cloud LLMs.

  36,021ai-mlTypeScriptMITai-agentsai-search-engineanswering-engineartificial-intelligence

• ItzCrazyKns/Vane

  Vane is an AI-powered answering engine.

  AI summary: Open-source AI-powered search engine alternative focusing on direct answers and real-time web synthesis.

  35,896ai-mlTypeScriptMITai-agentsai-search-engineanswering-engineartificial-intelligence

• bojieli/ai-agent-book

  《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

  AI summary: An open-source, comprehensive book on building and understanding AI agents.

  33,975learningPythonApache-2.0agentagent-memoryai-agentbook

• Fincept-Corporation/FinceptTerminal

  FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

  AI summary: A native C++ financial intelligence platform combining institutional analytics with local AI agents.

  29,914dataC++Otherai-agentsalgorithmic-tradingbloomberg-terminalcpp

• HandsOnLLM/Hands-On-Large-Language-Models

  Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

  AI summary: The official companion repository for the O'Reilly book 'Hands-On Large Language Models', featuring practical code examples.

  27,996learningJupyter NotebookApache-2.0artificial-intelligencebooklarge-language-modelsllm

• harvard-edge/cs249r_book

  Machine Learning Systems

  AI summary: The open-source textbook and courseware for Harvard's CS249r: Machine Learning Systems, covering edge ML to cloud infrastructure.

  27,791learningPythonOtherartificial-intelligencecloud-mlcomputer-systemscourseware

• google-research/timesfm

  TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

  AI summary: A foundational model for time-series forecasting developed by Google Research.

  27,251ai-mlPythonApache-2.0time-seriesforecastingmachine-learningfoundation-model

• p-e-w/heretic

  Fully automatic censorship removal for language models

  AI summary: An automated tool for decensoring language models via TPE-based parameter optimization.

  27,141ai-mlPythonAGPL-3.0abliterationllmtransformerdecensoring

• xai-org/x-algorithm

  Algorithm powering the For You feed on X

  AI summary: The core recommendation system algorithm powering the 'For You' feed on X.

  26,919systemsRustApache-2.0recommendation-systemmachine-learningsocial-mediaalgorithm

• nautechsystems/nautilus_trader

  Production-grade Rust-native trading engine with deterministic event-driven architecture

  AI summary: A highly deterministic, Rust-native algorithmic trading engine for multiple asset classes.

  25,339dataRustLGPL-3.0algorithmic-trading-engineartificial-intelligencecrypto-tradingequity-trading

• NVIDIA/NemoClaw

  Run agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA OpenShell with managed inference

  AI summary: A high-performance toolkit for fine-tuning and deploying large language models on NVIDIA GPUs using NeMo.

  22,079ai-mlTypeScriptApache-2.0ai-agentshermesnvidiaopenclaw

• microsoft/SkillOpt

  SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

  AI summary: A framework for optimizing the selection and sequencing of skills for AI agents.

  15,737ai-mlPythonMITagent-skillsself-evolving-agentsai-agentoptimization

• KittenML/KittenTTS

  State-of-the-art TTS model under 25MB 😻

  AI summary: A fast, lightweight Text-to-Speech engine optimized for low-latency streaming applications.

  15,292ai-mlPythonApache-2.0ttstext-to-speechlow-latencystreaming

• datalab-to/chandra

  OCR model that handles complex tables, forms, handwriting with full layout.

  AI summary: A state-of-the-art OCR model designed to handle complex tables, forms, and handwriting with full layout understanding.

  11,968ai-mlPythonApache-2.0aiocrdocument-intelligencemachine-learning

• huggingface/speech-to-speech

  Build local voice agents with open-source models

  AI summary: A modular, open-source voice pipeline for building real-time, low-latency conversational AI agents.

  11,547ai-mlPythonApache-2.0aiassistantlanguage-modelmachine-learning

• huggingface/ml-intern

  🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML models

  AI summary: A terminal-based AI agent configured for machine learning operations using Hugging Face endpoints and local models.

  10,719ai-mlPythonApache-2.0agentshuggingfaceclimachine-learning

• FareedKhan-dev/train-llm-from-scratch

  A straightforward method for training your LLM, from downloading data to generating text.

  AI summary: A complete, from-scratch PyTorch tutorial for training large language models.

  8,935ai-mlPythonMITgeminilarge-language-modelsllmopenai

• Blaizzy/mlx-audio

  A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework, providing efficient speech analysis on Apple Silicon.

  AI summary: High-performance audio processing library optimized for Apple Silicon via the MLX framework.

  7,688ai-mlPythonMITapple-siliconaudio-processingmlxmultimodal

• HenryNdubuaku/maths-cs-ai-compendium

  Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

  AI summary: A comprehensive compendium covering Mathematics, Computer Science, and Artificial Intelligence concepts.

  7,254learningTypeScriptApache-2.0ai-textbookalgorithmsartificial-intelligencecomputer-science

• deepseek-ai/DeepSpec

  DeepSpec: a full-stack codebase for training and evaluating speculative decoding algorithms

  AI summary: A full-stack training and evaluation codebase for developing draft models used in speculative decoding.

  6,905ai-mlPythonMITllmspeculative-decodinginference-optimizationmachine-learning

• openai/parameter-golf

  Train the smallest LM you can that fits in 16MB. Best model wins!

  AI summary: A rigorous challenge optimizing language models for minimal parameter counts and rapid training times.

  5,174ai-mlPythonMITmachine-learningllm-optimizationchallengeparameter-efficiency

• pageman/sutskever-30-implementations

  Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/sutskever-30-beyond-numpy

  AI summary: Educational, NumPy-only implementations of the 30 foundational deep learning papers recommended by Ilya Sutskever.

  4,216learningJupyter Notebookdeep-learningnumpyeducationmachine-learning

• 0xSojalSec/airllm

  Runs 405B LLMs on 8GB VRAM

  AI summary: Memory optimization framework that runs massive LLMs like Llama3.1 405B on low-VRAM GPUs.

  3,054ai-mlJupyter NotebookApache-2.0llm-inferencevram-optimizationlayer-decompositionmachine-learning