Machine-learning projects on GitHub

1. 1
   #1 · nilbuild/developer-roadmap

   developer-roadmap

   Community-driven roadmaps, guides and resources that show developers what to learn next and in what order — from frontend and backend to AI, DevOps and dozens of other paths.

   369.6K
2. 2
   #2 · vinta/awesome-python

   awesome-python

   Awesome Python is a curated, opinionated guide to the best Python frameworks, libraries, and tools, organized by category — the classic answer to 'I want to do X in Python, which tool should I use?'

   328.1K
3. 3
   #3 · practical-tutorials/project-based-learning

   project-based-learning

   A curated list of programming tutorials where you learn by building a real application from scratch.

   287K

4. 4

   tensorflow

   201.1Ktensorflow/tensorflow · C++

   TensorFlow is an open source machine learning platform for building and deploying ML-powered applications.

   • tensorboard
   • ml
   • deep-neural-networks
   • distributed
5. 5

   javascript-algorithms

   196.7Ktrekhleb/javascript-algorithms · JavaScript

   A large collection of JavaScript implementations of classic algorithms and data structures, where each one has its own folder with code, tests, and a README explaining the theory and further reading links.

   • tree
   • algorithms-implemented
   • sorting-algorithms
   • coding-interview
6. 6

   awesome-go

   188.8Kavelino/awesome-go · Go

   A curated list of awesome Go frameworks, libraries, and software, organized by category.

   • golang-library
   • awesome
   • golang
   • testing
7. 7

   Python-100-Days

   187.2Kjackfrued/Python-100-Days · Jupyter Notebook

   A free, day-by-day Python curriculum by Luo Hao (骆昊) that takes a complete beginner through 100 days of lessons covering core language fundamentals, file and database handling, web development with Django, web scraping, data analysis, and machine learning.

   • selenium
   • django
   • pandas
   • scraping
8. 8

   prompts.chat

   173.2Kf/prompts.chat · HTML

   A curated, open-source collection of prompts for AI chat models like ChatGPT, Claude, Gemini, and Llama, formerly known as Awesome ChatGPT Prompts.

   • prisma
   • prompts
   • gpt-4
   • prompt
9. 9

   transformers

   167.8Khuggingface/transformers · Python

   Transformers is Hugging Face's model-definition framework for state-of-the-art machine learning models across text, vision, audio, video, and multimodal tasks, usable for both inference and training.

   • gemma
   • text-generation
   • jax
   • glm
10. 10

    llama.cpp

    131.4Kggml-org/llama.cpp · C++

    llama.cpp is a plain C/C++ implementation for running LLM (and VLM) inference with minimal setup and state-of-the-art performance, either locally or in the cloud.

    • x86
    • arm
    • inference-engine
    • amd
11. 11

    whisper

    110.7Kopenai/whisper · Python

    Whisper is a general-purpose speech recognition model trained on a large, diverse dataset with weak supervision. It can perform multilingual transcription, translate speech into English, and identify the spoken language.

    • asr
    • transcription
    • whisper
    • pretrained-models
12. 12

    LLMs-from-scratch

    106.7Krasbt/LLMs-from-scratch · Jupyter Notebook

    This is the official code repository for the book 'Build a Large Language Model (From Scratch)', which teaches you to implement a GPT-like LLM in PyTorch step by step, from tokenization through pretraining and finetuning.

    • finetuning
    • tokenizer
    • instruction-tuning
    • pretraining
13. 13

    pytorch

    104.8Kpytorch/pytorch · Python

    PyTorch is a Python package providing fast tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system, serving as both a NumPy-like GPU library and a flexible deep learning research platform.

    • tensor
    • rocm
    • numpy
    • gpu-acceleration
14. 14

    DeepSeek-V3

    104.5Kdeepseek-ai/DeepSeek-V3 · Python

    DeepSeek-V3 is an open-weight Mixture-of-Experts (MoE) language model with 671B total parameters but only 37B activated per token, built for efficient yet high-performing inference and matching leading closed-source models on many benchmarks.

    • open-weights
    • amd-gpu
    • mixture-of-experts
    • reasoning
15. 15

    RuView

    98.4Kruvnet/RuView · Rust

    RuView turns ordinary WiFi signals into a spatial-intelligence sensor — it detects presence, measures breathing and heart rate, tracks motion and falls, and even estimates body pose through walls, using Channel State Information (CSI) captured by cheap ESP32 boards, with no cameras or wearables.

    • self-learning
    • wifi-security
    • pose-estimation
    • home-assistant
16. 16

    autoresearch

    98Kkarpathy/autoresearch · Python

    autoresearch gives an AI coding agent a small, real LLM training setup (a simplified single-GPU version of nanochat) and lets it autonomously edit the training code, run 5-minute experiments, and keep what works overnight, so you wake up to a log of experiments and hopefully a better model.

    • optimizer
    • tokenizer
    • llm-training
    • gpt
17. 17

    Deep-Live-Cam

    97.1Khacksider/Deep-Live-Cam · Python

    Deep-Live-Cam is an app that performs real-time face swapping and one-click video deepfakes using just a single source image, working live through your webcam or on existing images/videos.

    • faceswap
    • webcam
    • gan
    • amd-gpu
18. 18

    ML-For-Beginners

    91.5Kmicrosoft/ML-For-Beginners · Jupyter Notebook

    A free 12-week, 26-lesson curriculum from Microsoft that teaches classic machine learning (not deep learning) using Scikit-learn, with each lesson tied to real-world data from different world cultures.

    • microsoft-for-beginners
    • machinelearning
    • quiz
    • r
19. 19

    PaddleOCR

    91.3KPaddlePaddle/PaddleOCR · Python

    PaddleOCR is an OCR and document AI toolkit that converts PDFs and images into structured, LLM-ready data (JSON or Markdown), supporting over 100 languages.

    • pdf-parser
    • document-parsing
    • table
    • vlm
20. 20

    opencv

    91.2Kopencv/opencv · C++

    OpenCV is a widely used open-source library for computer vision, image processing, and machine learning, offering tools for tasks like object detection, video analysis, and camera calibration.

    • opencv
    • c-plus-plus
    • object-detection
    • raspberry-pi
21. 21

    cs-video-courses

    83.7KDeveloper-Y/cs-video-courses

    A curated list of university-level Computer Science courses that have publicly available video lectures, covering topics from intro programming to machine learning, security, robotics, and more.

    • quantum-computing
    • computer-architecture
    • bioinformatics
    • databases
22. 22

    llm-course

    83.7Kmlabonne/llm-course

    A free, open-source course for getting into Large Language Models (LLMs), combining theory roadmaps with hands-on Colab notebooks covering everything from math fundamentals to fine-tuning and deployment.

    • roadmap
    • llms
    • course
    • jupyter notebook
23. 23

    funNLP

    83Kfighting41love/funNLP · Python

    A huge curated collection of Chinese NLP resources: corpora, lexicons, tools, datasets and courses. The README calls it 'The Most Powerful NLP-Weapon Arsenal' — nearly the most complete Chinese NLP resource library.

    • word-embeddings
    • chinese-nlp
    • named-entity-recognition
    • text-classification
24. 24

    MinerU

    81.9Kopendatalab/MinerU · Python

    MinerU is a high-accuracy document parsing engine that converts PDF, DOCX, PPTX, XLSX, images and web pages into structured Markdown or JSON, built for LLM, RAG and agent workflows.

    • pdf-parser
    • pdf-converter
    • xlsx
    • docx
25. 25

    d2l-zh

    81.8Kd2l-ai/d2l-zh · Python

    This is a free, open-source deep learning textbook (Dive into Deep Learning / D2L) written in Chinese, teaching math, concepts, and implementation together through runnable code; it's used as course material by over 500 universities in more than 70 countries.

    • notebook
    • natural-language-processing
    • curriculum
    • course
26. 26

    netdata

    81Knetdata/netdata · Go

    Netdata is an open-source, real-time infrastructure monitoring platform that collects per-second metrics, visualizes them, and detects anomalies with machine learning.

    • influxdb
    • anomaly-detection
    • alerting
    • grafana
27. 27

    awesome-public-datasets

    79.6Kawesomedata/awesome-public-datasets

    A huge topic-centric list of high-quality open public datasets, organized by subject area like biology, chemistry, economics, and more.

    • science
    • datasets
    • dataset
    • academic-research
28. 28

    Prompt-Engineering-Guide

    79.2Kdair-ai/Prompt-Engineering-Guide · MDX

    This is DAIR.AI's Prompt Engineering Guide: a large, continuously updated collection of guides, papers, lecture notes, and notebooks covering prompt engineering techniques, context engineering, retrieval-augmented generation (RAG), and building AI agents with LLMs.

    • mdx
    • language-model
    • retrieval-augmented-generation
    • llms
29. 29

    unsloth

    78.2Kunslothai/unsloth · Python

    Unsloth is a local-first app for running and training LLMs, diffusion, TTS and embedding models on your own machine, including models like Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4 and FLUX.

    • dpo
    • qlora
    • intel
    • kaggle
30. 30

    models

    77.6Ktensorflow/models · Python

    TensorFlow Model Garden is a repository of state-of-the-art model implementations and examples built with TensorFlow, covering officially maintained models, research models, and a curated community list.

    • model
    • pretrained-models
    • tensorflow
    • neural-network
31. 31

    tesseract

    77Ktesseract-ocr/tesseract · C++

    Tesseract is an open source OCR engine: it ships as the libtesseract library plus a command line program called tesseract that reads text out of images.

    • tesseract
    • text-extraction
    • lstm
    • unicode
32. 32

    cs-self-learning

    76.3KPKUFlyingPig/cs-self-learning · HTML

    A free, open-source online guide that curates the best open courseware from top international universities so anyone can self-study computer science from scratch, aiming to turn a beginner into a well-rounded programmer in 2-3 years.

    • statistics
    • operating-system
    • cryptography
    • academic
33. 33

    awesome-scalability

    74.8Kbinhnguyennus/awesome-scalability

    A curated, continuously updated reading list of articles, case studies, and talks from engineers at companies like Netflix, Uber, Facebook, and Amazon, showing concrete patterns for building scalable, reliable, and performant large-scale systems.

    • system-design-interview
    • distributed-tracing
    • scalable
    • interview-practice
34. 34

    awesome-machine-learning

    74.6Kjosephmisiti/awesome-machine-learning · Python

    A curated, community-maintained list of machine learning frameworks, libraries, and software, organized by programming language.

    • r
    • natural-language-processing
    • speech-recognition
    • reinforcement-learning
35. 35

    OpenBB

    74.3Kopenbq-org/OpenBB · Python

    Open Data Platform (ODP) by OpenBB is an open-source toolset that lets you integrate proprietary, licensed, and public financial data sources once and then consume them everywhere: in Python, Excel, OpenBB Workspace, AI agents via MCP, or REST APIs.

    • economics
    • stocks
    • quant
    • crypto
36. 36

    the-algorithm

    74Ktwitter/the-algorithm · Scala

    This is the actual source code for X's (Twitter's) recommendation algorithm — the collection of services and jobs that build and serve feeds like the For You Timeline, Search, Explore, and Notifications.

    • recommendation-system
    • scala
    • social-media
    • knowledge-graph
37. 37

    awesome-cpp

    73.8Kfffaraz/awesome-cpp

    A curated list (awesome-list) of C and C++ frameworks, libraries, tools, and resources, organized by category like AI, audio, networking, GUI, databases, and more.

    • libraries
    • lists
    • physics
    • c-plus-plus
38. 38

    stable-diffusion

    73.5KCompVis/stable-diffusion · Jupyter Notebook

    Stable Diffusion is a latent text-to-image diffusion model that generates images from text prompts, built by CompVis with Stability AI and Runway, based on the Latent Diffusion Models work from CVPR '22.

    • upscaling
    • diffusion
    • stable-diffusion
    • text-to-image
39. 39

    awesome-courses

    71.9Kprakhar1989/awesome-courses

    It is a curated list of free, high-quality computer science courses from universities around the world, each one making its lecture materials, assignments, notes and readings available online.

    • compilers
    • courses
    • university
    • computer-graphics
40. 40

    ai-engineering-from-scratch

    70.5Krohitg00/ai-engineering-from-scratch · Python

    A free, open-source AI engineering curriculum with 523 lessons across 20 phases (about 342 hours), teaching you to build AI systems from raw math up to autonomous agent swarms, in Python, TypeScript, Rust, and Julia.

    • swarm-intelligence
    • ai-engineering
    • from-scratch
    • transformers
41. 41

    AI-For-Beginners

    69.9Kmicrosoft/AI-For-Beginners · Jupyter Notebook

    A free 12-week, 24-lesson curriculum from Microsoft that teaches Artificial Intelligence fundamentals through practical lessons, quizzes, and labs.

    • microsoft-for-beginners
    • rnn
    • gan
    • cnn
42. 42

    scikit-learn

    67.7Kscikit-learn/scikit-learn · Python

    scikit-learn is a Python library for machine learning, offering ready-made algorithms for classification, regression, clustering, dimensionality reduction and more, built on top of SciPy.

    • ml
    • scientific-computing
    • pandas
    • classification
43. 43

    annotated_deep_learning_paper_implementations

    67.6Klabmlai/annotated_deep_learning_paper_implementations · Python

    A collection of 60+ PyTorch implementations of deep learning papers, each annotated with side-by-side explanatory notes so you can read the code and the math/explanation together.

    • graph-neural-networks
    • deep-learning-tutorial
    • attention
    • generative-adversarial-network
44. 44

    keras

    64.4Kkeras-team/keras · Python

    Keras 3 is a multi-backend deep learning framework that lets you build and train models for computer vision, NLP, audio, timeseries, and recommender systems on top of JAX, TensorFlow, or PyTorch.

    • jax
    • neural-networks
    • tensorflow
    • natural-language-processing
45. 45

    nanoGPT

    63.9Kkarpathy/nanoGPT · Python

    nanoGPT is the simplest, fastest repository for training and finetuning medium-sized GPT language models, written as a minimal rewrite of minGPT.

    • karpathy
    • gpt-2
    • text-generation
    • gpt
46. 46

    minimind

    63.9Kjingyaogong/minimind · Python

    MiniMind is an open-source project that lets you train a tiny large language model (around 64M parameters) completely from scratch, in about 2 hours on a single RTX 3090 for roughly the cost of 3 RMB in GPU rental.

    • large-language-model
    • ppo
    • knowledge-distillation
    • grpo
47. 47

    GPT-SoVITS

    63KRVC-Boss/GPT-SoVITS · Python

    GPT-SoVITS is a few-shot voice cloning and text-to-speech WebUI: feed it a short voice sample and it can clone that voice to read out any text, including in languages the speaker never recorded.

    • vits
    • voice-clone
    • voice-conversion
    • voice-cloning
48. 48

    ultralytics

    62.6Kultralytics/ultralytics · Python

    Ultralytics YOLO is a family of state-of-the-art computer vision models (YOLO26, YOLO11, YOLOv8, etc.) covering object detection, instance segmentation, semantic segmentation, image classification, pose estimation, oriented object detection, depth estimation, and multi-object tracking in video.

    • instance-segmentation
    • semantic-segmentation
    • tracking
    • yolo
49. 49

    Real-Time-Voice-Cloning

    60.2KCorentinJ/Real-Time-Voice-Cloning · Python

    It's an implementation of SV2TTS, a deep learning framework that lets you clone a voice from just a few seconds of audio and then generate arbitrary speech in that voice in real time.

    • ai-research
    • speech
    • voice-cloning
    • speech-synthesis
50. 50

    llama

    59.6Kmeta-llama/llama · Python

    This is Meta's reference inference code for running Llama 2 language models (7B to 70B parameters) locally, letting you load pre-trained or chat fine-tuned weights and generate text completions.

    • model
    • foundation-models
    • language-model
    • llama
51. 51

    serviette

    58.8Kpathwaycom/serviette · Python

    This repo provides ready-to-run cloud templates for RAG pipelines, AI pipelines, and enterprise search, built on the Pathway Live Data Framework and kept in sync with live data sources.

    • enterprise-search
    • pinecone
    • milvus
    • chromadb
52. 52

    yolov5

    58.2Kultralytics/yolov5 · Python

    YOLOv5 is a fast, accurate, and easy-to-use computer vision model from Ultralytics for object detection, instance segmentation, and image classification, built on PyTorch.

    • coreml
    • tensorrt
    • instance-segmentation
    • edge
53. 53

    DeepLearning-500-questions

    57.7Kscutan90/DeepLearning-500-questions · JavaScript

    It is a Chinese-language Q&A style reference covering probability, linear algebra, machine learning, deep learning, and computer vision, organized as answers to 500+ commonly asked questions across 18 chapters and over 500,000 characters. It is also sold in print as 'Deep Learning 500 Questions — AI Engineer Interview Guide' (深度学习500问——AI工程师面试宝典).

    • svm
    • transfer-learning
    • image-segmentation
    • cnn
54. 54

    faceswap

    57.6Kdeepfakes/faceswap · Python

    FaceSwap is a Python tool that uses deep learning to recognize and swap faces in pictures and videos.

    • faceswap
    • face-swap
    • deeplearning
    • rocm
55. 55

    dive-into-llms

    56.8KLordog/dive-into-llms · Jupyter Notebook

    It's a free Chinese-language tutorial series called 'Dive into LLMs' (《动手学大模型》) that teaches large language model concepts through hands-on coding exercises, built from Shanghai Jiao Tong University's NLP and AI-security course materials.

    • rlhf
    • jailbreak
    • ai-security
    • reasoning
56. 56

    face_recognition

    56.8Kageitgey/face_recognition · Python

    face_recognition is a Python library and command-line tool for detecting and recognizing faces in images and video, built on top of dlib's deep-learning face recognition model.

    • opencv
    • face-recognition
    • face-detection
    • raspberry-pi
57. 57

    freqtrade

    55.5Kfreqtrade/freqtrade · Python

    Freqtrade is a free, open-source crypto trading bot written in Python that automates buying and selling across major exchanges, controllable via Telegram or a built-in web UI.

    • trade
    • quantitative-trading
    • bitcoin
    • telegram-bot
58. 58

    segment-anything

    55Kfacebookresearch/segment-anything · Jupyter Notebook

    This is Meta AI's Segment Anything Model (SAM), a foundation model that produces object masks for images from prompts like points or boxes, or automatically generates masks for every object in an image.

    • meta
    • image-segmentation
    • segmentation
    • foundation-models
59. 59

    VibeVoice

    54.9Kmicrosoft/VibeVoice · Python

    VibeVoice is Microsoft's family of open-source voice AI models covering text-to-speech and speech recognition: long-form multi-speaker TTS, real-time streaming TTS, and ASR built for hour-long recordings.

    • diarization
    • voice-ai
    • asr
    • mit-license
60. 60

    grok-1

    52.2Kxai-org/grok-1 · Python

    Grok-1 is the 314B-parameter Mixture-of-Experts language model that xAI opened up; this repository holds the JAX example code for loading and running it.

    • tokenizer
    • xai
    • jax
    • torrent
61. 61

    100-Days-Of-ML-Code

    51.9KAvik-Jain/100-Days-Of-ML-Code

    This is a personal learning log by Avik Jain documenting 100 days of machine learning coding, following the #100DaysOfMLCode challenge proposed by Siraj Raval. It records daily progress on ML topics with notes, code, and infographics.

    • svm
    • machine-learning-algorithms
    • linear-algebra
    • scikit-learn
62. 62

    professional-programming

    51.6Kcharlax/professional-programming · Python

    It's a curated collection of learning resources (articles, books, talks, papers) meant to make software engineers more well-rounded professionals, covering everything from algorithms to career growth to system architecture.

    • programmer
    • software-engineering
    • scalability
    • system-design
63. 63

    supervision

    51.2Kroboflow/supervision · Python

    Supervision is a Python library with reusable computer vision building blocks: detection/segmentation/classification result handling, annotators, trackers, and dataset utilities that plug into any model.

    • instance-segmentation
    • annotation
    • tracking
    • yolo
64. 64

    PythonDataScienceHandbook

    50.2Kjakevdp/PythonDataScienceHandbook · Jupyter Notebook

    This is the full text of the Python Data Science Handbook, provided as a set of free Jupyter notebooks covering the core Python data science stack.

    • ipython
    • matplotlib
    • colab
    • textbook
65. 65

    Made-With-ML

    49.8KGokuMohandas/Made-With-ML · Jupyter Notebook

    Made-With-ML is a free hands-on course that teaches how to design, develop, deploy, and iterate on production-grade machine learning applications, combining ML with software engineering best practices.

    • data-quality
    • llmops
    • distributed-training
    • mlops
66. 66

    qlib

    49.4Kmicrosoft/qlib · Python

    Qlib is Microsoft's open-source, AI-oriented quantitative investment platform that covers the full quant research pipeline — data processing, model training, backtesting, and order execution — using supervised learning, market-dynamics modeling, and reinforcement learning.

    • stock-data
    • platform
    • investment
    • quantitative-trading
67. 67

    awesome-design-patterns

    49.4KDovAmir/awesome-design-patterns

    A curated list of links to resources about software and architecture design patterns, covering everything from language-specific patterns to cloud, serverless, microservices, IoT, big data, ML, databases, DevOps, mobile, front-end and security.

    • object-oriented-programming
    • cloud-computing
    • databases
    • lists
68. 68

    julia

    49.2KJuliaLang/julia · Julia

    Julia is a high-level, high-performance dynamic programming language built for technical and scientific computing, numerical analysis, and machine learning.

    • hpc
    • speed
    • science
    • jupyter-notebook
69. 69

    Summer2027-Internships

    48KSimplifyJobs/Summer2027-Internships · Python

    A community-maintained list of Summer 2027 tech internships across software engineering, data science/AI, quant, product management, and hardware, updated daily by Pitt CSC and Simplify.

    • product-management
    • jobs
    • hiring
    • university
70. 70

    exo

    47.9Kexo-explore/exo · Python

    exo turns a group of your own devices (Macs, Linux boxes) into a single AI cluster so you can run large AI models that would never fit on one machine, pooling their memory and compute together.

    • kimi
    • distributed
    • mlx
    • model-serving
71. 71

    airflow

    47.2Kapache/airflow · Python

    Apache Airflow is a platform to programmatically author, schedule, and monitor workflows, defined as code using Python.

    • data-integration
    • workflow-orchestration
    • data-pipelines
    • dag
72. 72

    paperless-ngx

    46.8Kpaperless-ngx/paperless-ngx · Python

    Paperless-ngx is a self-hosted document management system that turns scanned physical documents into a searchable online archive, with OCR, indexing and archiving built in.

    • archiving
    • scanner
    • django
    • archive
73. 73

    TTS

    46.1Kcoqui-ai/TTS · Python

    Coqui TTS is a deep learning toolkit for Text-to-Speech, shipping 1100+ pretrained models plus tools for training, fine-tuning, and curating datasets for new voices.

    • tts-model
    • vocoder
    • voice-conversion
    • speech
74. 74

    streamlit

    46Kstreamlit/streamlit · Python

    Streamlit is a Python framework that turns plain scripts into interactive web apps for dashboards, reports, or chat apps, in minutes instead of weeks.

    • streamlit
    • data-analysis
    • data-visualization
    • nlp
75. 75

    vnpy

    45.9Kvnpy/vnpy · Python

    VeighNa (vnpy) is an open-source Python framework for building quantitative trading systems, used by hedge funds, brokerages, and futures companies in China.

    • algotrading
    • investment
    • backtesting
    • trading-bot
76. 76

    spark

    44.2Kapache/spark · Scala

    Apache Spark is a unified analytics engine for large-scale data processing, offering high-level APIs in Scala, Java, Python, and R on top of an optimized execution engine.

    • hdfs
    • hive
    • dataframe
    • jdbc
77. 77

    ray

    44.1Kray-project/ray · Python

    Ray is an open-source framework for scaling AI and Python applications: a core distributed runtime plus a set of AI libraries that simplify ML compute.

    • scaling
    • hyperparameter-optimization
    • distributed-computing
    • parallel-computing
78. 78

    gradio

    43.8Kgradio-app/gradio · Python

    Gradio is an open-source Python package that turns machine learning models, APIs, or any arbitrary Python function into a shareable demo or web app in just a few lines of Python.

    • interface
    • sharing
    • deploy
    • ai-skills
79. 79

    TensorFlow-Examples

    43.7Kaymericdamien/TensorFlow-Examples · Jupyter Notebook

    A hands-on tutorial collection that teaches TensorFlow through runnable examples, from a hello world notebook up to deep neural networks and GANs.

    • tensorboard
    • word2vec
    • rnn
    • unsupervised-learning
80. 80

    DeepSpeed

    43.2Kdeepspeedai/DeepSpeed · Python

    DeepSpeed is a deep learning optimization library that makes distributed training and inference of very large models easy, efficient and effective — it powered models like MT-530B and BLOOM.

    • intel
    • rocm
    • mixture-of-experts
    • compression
81. 81

    ailearning

    42.6Kapachecn/ailearning · Python

    AiLearning is a Chinese-language, practice-first study guide covering data analysis, machine learning, linear algebra, PyTorch, NLTK, and TensorFlow 2, built mainly around code-along notes for the book 'Machine Learning in Action'.

    • rnn
    • svm
    • lstm
    • machine-learning-algorithms
82. 82

    colibri

    42.5KJustVugg/colibri · C

    Colibri is an open-source engine for running frontier mixture-of-experts (MoE) language models on hardware you already own — written in pure C with zero dependencies.

    • on-device-ai
    • on-device
    • inference-engine
    • mixture-of-experts
83. 83

    BettaFish

    42.4K666ghj/BettaFish · Python

    BettaFish (Chinese name 'Weiyu'/微舆) is a from-scratch multi-agent public opinion analysis system that monitors social media and large volumes of public comments, then produces reports to help break information bubbles and support decision-making.

    • gpt-2
    • weibo
    • bert
    • sentiment-analysis
84. 84

    ColossalAI

    41.4Khpcaitech/ColossalAI · Python

    Colossal-AI is an open-source system for training and running large AI models more cheaply, faster and with less hardware, by providing a toolbox of parallelism and memory-optimization techniques.

    • hpc
    • distributed-computing
    • rlhf
    • distributed-training
85. 85

    BitNet

    41.2Kmicrosoft/BitNet · C++

    bitnet.cpp is Microsoft's official inference framework for 1-bit (ternary, 1.58-bit) large language models like BitNet b1.58, letting them run fast on CPUs and GPUs.

    • cpu
    • x86
    • arm
    • on-device
86. 86

    faiss

    41.2Kfacebookresearch/faiss · C++

    Faiss is a library for efficient similarity search and clustering of dense vectors, developed primarily at Meta's Fundamental AI Research group. It can search collections of vectors of any size, even ones that do not fit in RAM.

    • nearest-neighbor-search
    • similarity-search
    • numpy
    • vector-search
87. 87

    Kronos

    40.9Kshiyu-coder/Kronos · Python

    Kronos is an open-source foundation model for financial candlestick (K-line) data, pretrained on data from over 45 global exchanges to produce price/volume forecasts.

    • forecasting
    • backtesting
    • quant
    • algorithmic-trading
88. 88

    photoprism

    40.3Kphotoprism/photoprism · Go

    PhotoPrism is an AI-powered, privacy-first app for browsing, organizing, and sharing your photos and videos, whether self-hosted or in the cloud.

    • photography
    • face-recognition
    • webdav
    • pwa
89. 89

    bert

    40Kgoogle-research/bert · Python

    Google's official TensorFlow implementation of BERT together with pre-trained checkpoints — a method for pre-training language representations that set state-of-the-art results on a wide range of NLP tasks, from SQuAD question answering to natural language inference.

    • named-entity-recognition
    • question-answering
    • language-model
    • neural-networks
90. 90

    ChatTTS

    39.9K2noise/ChatTTS · Python

    ChatTTS is an open-source text-to-speech model built for conversational speech — the natural-sounding voice layer for things like LLM assistants — speaking English and Chinese.

    • torch
    • llm-agent
    • conversational-ai
    • voice-assistant
91. 91

    Deep-Learning-Papers-Reading-Roadmap

    39.6Kfloodsung/Deep-Learning-Papers-Reading-Roadmap · Python

    A curated, structured reading roadmap of landmark deep learning papers, organized to guide a newcomer from history and basics through methods and applications to the state of the art.

    • convolutional-neural-networks
    • deep-neural-networks
    • papers
    • paper
92. 92

    VoxCPM

    39.4KOpenBMB/VoxCPM · Python

    VoxCPM is a tokenizer-free Text-to-Speech system that directly generates continuous speech representations through an end-to-end diffusion autoregressive architecture, skipping discrete tokenization for more natural, expressive speech. VoxCPM2 is the latest 2B-parameter release trained on 2M+ hours of multilingual audio.

    • tts-model
    • deeplearning
    • speech
    • llama-cpp
93. 93

    airllm

    39.1Klyogavin/airllm · Jupyter Notebook

    An open-source Python library that runs huge LLMs on tiny GPUs: a 70B model fits on a single 4GB card without quantization, distillation or pruning — even the 2.8T-parameter Kimi K3 runs in under 4GB.

    • consumer-gpu
    • chinese-nlp
    • qlora
    • mlx
94. 94

    google-research

    38.9Kgoogle-research/google-research · Jupyter Notebook

    A giant monorepo where Google Research dumps the code released alongside its papers and projects - hundreds of independent folders covering different research efforts, not one cohesive product.

    • science
    • datasets
    • papers
    • paper
95. 95

    Retrieval-based-Voice-Conversion-WebUI

    38.8KRVC-Project/Retrieval-based-Voice-Conversion-WebUI · Python

    RVC WebUI is a web-based tool for training and running voice conversion (voice-changing) models, letting you clone a target voice's timbre using as little as about 10 minutes of audio.

    • conversion
    • vits
    • voice-conversion
    • conversational-ai
96. 96

    dspy

    38.7Kstanfordnlp/dspy · Python

    DSPy is a Python framework for programming — rather than prompting — language models: you build modular AI systems in code, and its algorithms automatically optimize the prompts and weights.

    • llm-framework
    • self-improvement
    • optimization
    • fine-tuning
97. 97

    ai-engineering-hub

    38.3Kpatchy631/ai-engineering-hub · Jupyter Notebook

    A curated collection of 93+ tutorials and real-world project implementations covering LLMs, RAG systems, and AI agents, organized by difficulty level.

    • ai-engineering
    • retrieval-augmented-generation
    • llms
    • jupyter notebook
98. 98

    Coursera-ML-AndrewNg-Notes

    38Kfengdu78/Coursera-ML-AndrewNg-Notes · HTML

    This is Huang Haiguang's personal Chinese-language notes on Andrew Ng's 2014 Stanford/Coursera Machine Learning course, covering every lecture, the slides, and exercise code.

    • neural-networks
    • chinese-language
    • academic
    • course
99. 99

    OpenVoice

    37.9Kmyshell-ai/OpenVoice · Python

    OpenVoice is an audio foundation model for instant voice cloning, built by MIT and MyShell; it clones a reference speaker's tone color and generates speech in multiple languages and accents.

    • zero-shot-tts
    • voice-clone
    • speech
    • mit-license
100. 100

     deeplearningbook-chinese

     37.8Kexacity/deeplearningbook-chinese · TeX

     This is the official Chinese translation of the book 'Deep Learning' by Goodfellow, Bengio, and Courville, produced by a group of volunteer translators and later published in print by People's Posts and Telecommunications Press.

     • chinese-translation
     • tex
     • latex
     • ebook

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