Skip to content
项目分类

机器学习 · GitHub

发现模型训练、评估与推理框架,比较深度学习和机器学习项目的社区关注度。

实用 GitHub 项目

4,624 个项目

nano-vllm

GeeeekExplorer

16,388星标+824小时

Nano vLLM

  • 🚀 Fast offline inference - Comparable inference speeds to vLLM
  • 📖 Readable codebase - Clean implementation in ~ 1,200 lines of Python code

jarvis

isair

2,223星标+824小时
jarvis preview

面向桌面的私密本地 AI 助手。支持语音和文字聊天、个人记忆、听写以及 MCP 工具。可通过 Ollama 或兼容 OpenAI 的服务器,在 macOS、Windows 和 Linux 上离线运行。

  • A third person in the room. Bring Jarvis into an ongoing conversation with friends, talk through a problem aloud, or ask it to weigh in on a decision. “Jarvis, what do you think?” draws on the recent discussion, not just that one sentence.
  • Remember beyond one session. Ask about past conversations, preferences and plans. Browse your local diary and knowledge graph in the Memory Viewer.

koharu

koharu-rs

6,639星标+824小时
koharu preview

基于机器学习的漫画翻译器,使用 Rust 编写。

  • Multi-format project management for raster images, archives, and PDFs with page sequencing
  • Selective pipeline for detection, OCR, translation, and inpainting at page or project scope
机器学习RustApache-2.0GitHub
369星标+824小时

四十五门真实网课的模块合辑全书 + 思维导图复习笔记 + 逐字稿,全部由 Video2Book 从课程音频重构:518 册教材、603 篇笔记、2,286 份逐字稿,从逐讲精读到考前速查,笔记支持 Markmap / XMind 脑图导入。

JARVIS

microsoft

25,616星标+824小时
JARVIS preview

JARVIS:连接 LLM 与机器学习社区的系统。论文:https://arxiv.org/pdf/2303.17580.pdf

nerfstudio

nerfstudio-project

12,198星标+824小时
nerfstudio preview

一个便于协作的 NeRF 工作室

  • Visualize training in real-time + interact with the scene
  • Create and render out scenes with custom camera trajectories
机器学习PythonApache-2.0GitHub

nmap

nmap

13,971星标+824小时

Nmap——网络映射器。官方 SVN 仓库的 GitHub 镜像。

15,055星标+824小时
TensorRT-LLM preview

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

unstructured

Unstructured-IO

15,713星标+824小时

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

机器学习HTMLApache-2.0GitHub
5,210星标+824小时
AIGC-Interview-Book preview

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

机器学习PythonGPL-3.0GitHub

mlx-tune

ARahim3

1,469星标+724小时

Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API.

机器学习PythonApache-2.0GitHub

ai_quant_trade

charliedream1

6,741星标+724小时
ai_quant_trade preview

股票AI操盘手:一站式学习、模拟、实盘平台。涵盖:股票基础、策略、大模型、因子挖掘、机器学习/深度学习/强化学习、图网络、高频交易、C++部署及聚宽代码。

  • 🏦 One-Stop Platform - Full-process coverage from learning and simulation to live trading
  • 📈 Diverse Strategies - LLMs, alpha mining, traditional strategies, ML, DL, RL, GNN, high-frequency trading
机器学习Jupyter NotebookApache-2.0GitHub

mlops-zoomcamp

DataTalksClub

15,545星标+724小时
mlops-zoomcamp preview

Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

机器学习Jupyter NotebookGitHub

SwarmUI

mcmonkeyprojects

4,773星标+724小时
SwarmUI preview

SwarmUI(前身为 StableSwarmUI),一款模块化的 Stable Diffusion 网页界面,注重让强大工具易于使用,并兼顾高性能和可扩展性。

nndl

nndl

19,590星标+724小时
nndl preview

邱锡鹏《神经网络与深度学习》第二版与通识版:电子书、章节目录、学习资源与勘误。

Sana

NVlabs

9,814星标+724小时
Sana preview

SANA & Sol:用于图像、视频和世界建模的高效生成模型,以及全栈训练与推理引擎

机器学习PythonApache-2.0GitHub

MOSS

OpenMOSS

12,363星标+724小时
MOSS preview

An open-source, tool-augmented conversational language model from Fudan University

机器学习PythonApache-2.0GitHub

ray

ray-project

44,256星标+724小时

Ray 是一款 AI 计算引擎。Ray 由核心分布式运行时和一组用于加速机器学习工作负载的 AI 库组成。

机器学习PythonApache-2.0GitHub
5,669星标+724小时
Kokoro-FastAPI preview

Dockerized OpenAI-compatible wrapper for Kokoro-82M text-to-speech w/multiplatform CPU, AMD, NVIDIA GPU PyTorch; multi-speaker, clone-tuning, caption timestamps, SSML, websockets, optional readalong web UI

机器学习PythonApache-2.0GitHub

silero-vad

snakers4

10,634星标+724小时
silero-vad preview

Silero VAD:预训练的企业级语音活动检测器

  • Stellar accuracy Silero VAD has excellent results on speech detection tasks.
  • Fast One audio chunk (30+ ms) takes less than 1ms to be processed on a single CPU thread. Using batching or GPU can also improve performance considerably. Under certain conditions ONNX may even run up to 4-5x faster.