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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

最終更新日:720日前
25.7k

TanStack/router
724日前6.5k

🤖 Fully typesafe Router for React (and friends) w/ built-in caching, 1st class search-param APIs, client-side cache integration and isomorphic rendering.

searchkit/searchkit
726日前4.7k

Search UI for Elasticsearch & Opensearch. Compatible with Algolia's Instantsearch and Autocomplete components. React & Vue support

bvaughn/redux-search
740日前1.4k

Redux bindings for client-side search

algolia/react-instantsearch
726日前2.0k

⚡️ Lightning-fast search for React and React Native applications, by Algolia.

nteract/hydrogen
725日前3.9k

:atom: Run code interactively, inspect data, and plot. All the power of Jupyter kernels, inside your favorite text editor.

donnemartin/data-science-ipython-notebooks
722日前26.1k

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

danny-avila/LibreChat
722日前7.9k

Enhanced ChatGPT Clone: Features OpenAI, Assistants API, Azure, GPT-4 Vision, Mistral, Bing, Anthropic, OpenRouter, Google Gemini, AI model switching, message search, langchain, DALL-E-3, ChatGPT Plugins, OpenAI Functions, Secure Multi-User System, Presets, completely open-source for self-hosting. More features in development

jaywcjlove/linux-command
722日前27.3k

Linux命令大全搜索工具,内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

bbfamily/abu
722日前11.0k

阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构

RasaHQ/rasa
722日前17.6k

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

gunthercox/ChatterBot
722日前13.8k

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

BurntSushi/ripgrep
722日前43.4k

ripgrep recursively searches directories for a regex pattern while respecting your gitignore

sharkdp/fd
722日前30.7k

A simple, fast and user-friendly alternative to 'find'

CMU-Perceptual-Computing-Lab/openpose
722日前29.3k

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

mxgmn/WaveFunctionCollapse
722日前22.5k

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

TheAlgorithms/JavaScript
722日前30.6k

Algorithms and Data Structures implemented in JavaScript for beginners, following best practices.

TheAlgorithms/C
722日前17.7k

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

TheAlgorithms/Go
722日前14.2k

Algorithms and Data Structures implemented in Go for beginners, following best practices.

streamlit/streamlit
722日前30.2k

Streamlit — A faster way to build and share data apps.

gradio-app/gradio
722日前26.3k

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

matplotlib/matplotlib
722日前18.9k

matplotlib: plotting with Python

ml-tooling/best-of-ml-python
722日前15.1k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

tensorflow/tensorflow
722日前180.7k

An Open Source Machine Learning Framework for Everyone

pytorch/pytorch
722日前75.4k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

opencv/opencv
722日前74.1k

Open Source Computer Vision Library

d2l-ai/d2l-zh
722日前53.9k

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

CorentinJ/Real-Time-Voice-Cloning
722日前50.0k

Clone a voice in 5 seconds to generate arbitrary speech in real-time

floodsung/Deep-Learning-Papers-Reading-Roadmap
722日前37.1k

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

GokuMohandas/Made-With-ML
722日前35.1k

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

TencentARC/GFPGAN
722日前34.0k

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

ray-project/ray
722日前29.9k

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

paperless-ngx/paperless-ngx
722日前15.5k

A community-supported supercharged version of paperless: scan, index and archive all your physical documents

LibrePhotos/librephotos
722日前6.4k

A self-hosted open source photo management service. This is the repository of the backend.

muan/emoji
731日前2.2k

:love_letter: Find the emoji that echoes your mind.

benbusby/whoogle-search
722日前8.5k

A self-hosted, ad-free, privacy-respecting metasearch engine

cloudquery/cloudquery
722日前5.4k

The open source high performance data integration platform built for developers.

google-research/bert
721日前36.4k

TensorFlow code and pre-trained models for BERT

BayesWitnesses/m2cgen
722日前2.7k

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
721日前26.2k

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 ;)

ageron/handson-ml
722日前25.1k

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

trekhleb/homemade-machine-learning
721日前22.3k

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

emilwallner/Screenshot-to-code
721日前16.1k

A neural network that transforms a design mock-up into a static website.

aws/amazon-sagemaker-examples
722日前9.3k

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

firmai/industry-machine-learning
722日前7.0k

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Atcold/NYU-DLSP20
722日前6.6k

NYU Deep Learning Spring 2020

scikit-learn/scikit-learn
721日前57.4k

scikit-learn: machine learning in Python

pandas-dev/pandas
721日前41.2k

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

AMAI-GmbH/AI-Expert-Roadmap
721日前27.9k

Roadmap to becoming an Artificial Intelligence Expert in 2022

airbytehq/airbyte
721日前13.2k

The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

OpenRefine/OpenRefine
723日前10.3k

OpenRefine is a free, open source power tool for working with messy data and improving it

Sinaptik-AI/pandas-ai
721日前9.8k

Chat with your data (SQL, CSV, pandas, polars, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

microsoft/qlib
721日前13.4k

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

akfamily/akshare
721日前7.9k

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

UFund-Me/Qbot
721日前5.3k

[🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

huggingface/datasets
721日前18.0k

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

kailashahirwar/cheatsheets-ai
722日前14.9k

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

fastai/numerical-linear-algebra
722日前9.9k

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

tangyudi/Ai-Learn
721日前7.9k

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

lanpa/tensorboardX
728日前7.8k

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

arogozhnikov/einops
722日前7.7k

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

voicepaw/so-vits-svc-fork
721日前8.0k

so-vits-svc fork with realtime support, improved interface and more features.

learning-at-home/hivemind
721日前1.8k

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

opensearch-project/OpenSearch
721日前8.3k

🔎 Open source distributed and RESTful search engine.

opensearch-project/OpenSearch-Dashboards
722日前1.5k

📊 Open source visualization dashboards for OpenSearch.

jsbroks/coco-annotator
724日前2.0k

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

toandaominh1997/EfficientDet.Pytorch
733日前1.4k

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

yoshitomo-matsubara/torchdistill
722日前1.2k

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

trevorhobenshield/twitter-api-client
721日前1.2k

Implementation of X/Twitter v1, v2, and GraphQL APIs

tesseract-ocr/tesseract
721日前56.5k

Tesseract Open Source OCR Engine (main repository)

ageitgey/face_recognition
721日前51.1k

The world's simplest facial recognition api for Python and the command line

LAION-AI/Open-Assistant
721日前36.3k

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

PRML/PRMLT
723日前5.9k

Matlab code of machine learning algorithms in book PRML

ZheC/Realtime_Multi-Person_Pose_Estimation
721日前5.0k

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

bytedeco/javacv
723日前7.2k

Java interface to OpenCV, FFmpeg, and more

Unitech/pm2
721日前40.3k

Node.js Production Process Manager with a built-in Load Balancer.

mratsim/Arraymancer
724日前1.2k

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

hankcs/HanLP
721日前31.6k

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理