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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:683日前
25.7k

TanStack/router
687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
689日前4.7k

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

bvaughn/redux-search
703日前1.4k

Redux bindings for client-side search

algolia/react-instantsearch
689日前2.0k

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

nteract/hydrogen
688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
685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
685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
685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
685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
685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
685日前13.8k

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

BurntSushi/ripgrep
685日前43.4k

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

sharkdp/fd
685日前30.7k

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

CMU-Perceptual-Computing-Lab/openpose
685日前29.3k

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

mxgmn/WaveFunctionCollapse
685日前22.5k

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

TheAlgorithms/JavaScript
685日前30.6k

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

TheAlgorithms/C
685日前17.7k

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

TheAlgorithms/Go
685日前14.2k

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

streamlit/streamlit
685日前30.2k

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

gradio-app/gradio
685日前26.3k

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

matplotlib/matplotlib
685日前18.9k

matplotlib: plotting with Python

ml-tooling/best-of-ml-python
685日前15.1k

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

tensorflow/tensorflow
685日前180.7k

An Open Source Machine Learning Framework for Everyone

pytorch/pytorch
685日前75.4k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

opencv/opencv
685日前74.1k

Open Source Computer Vision Library

d2l-ai/d2l-zh
685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
685日前50.0k

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

floodsung/Deep-Learning-Papers-Reading-Roadmap
685日前37.1k

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

GokuMohandas/Made-With-ML
685日前35.1k

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

TencentARC/GFPGAN
685日前34.0k

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

ray-project/ray
685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
685日前15.5k

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

LibrePhotos/librephotos
685日前6.4k

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

muan/emoji
694日前2.2k

:love_letter: Find the emoji that echoes your mind.

benbusby/whoogle-search
685日前8.5k

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

cloudquery/cloudquery
685日前5.4k

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

google-research/bert
684日前36.4k

TensorFlow code and pre-trained models for BERT

BayesWitnesses/m2cgen
685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
684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
685日前25.1k

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

trekhleb/homemade-machine-learning
684日前22.3k

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

emilwallner/Screenshot-to-code
684日前16.1k

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

aws/amazon-sagemaker-examples
685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
685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
685日前6.6k

NYU Deep Learning Spring 2020

scikit-learn/scikit-learn
684日前57.4k

scikit-learn: machine learning in Python

pandas-dev/pandas
684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
684日前27.9k

Roadmap to becoming an Artificial Intelligence Expert in 2022

airbytehq/airbyte
684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
686日前10.3k

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

Sinaptik-AI/pandas-ai
684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
684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
684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
684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
684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
685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
685日前9.9k

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

tangyudi/Ai-Learn
684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
691日前7.8k

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

arogozhnikov/einops
685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
684日前8.0k

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

learning-at-home/hivemind
684日前1.8k

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

opensearch-project/OpenSearch
684日前8.3k

🔎 Open source distributed and RESTful search engine.

opensearch-project/OpenSearch-Dashboards
685日前1.5k

📊 Open source visualization dashboards for OpenSearch.

jsbroks/coco-annotator
687日前2.0k

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

toandaominh1997/EfficientDet.Pytorch
696日前1.4k

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

yoshitomo-matsubara/torchdistill
685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
684日前1.2k

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

tesseract-ocr/tesseract
684日前56.5k

Tesseract Open Source OCR Engine (main repository)

ageitgey/face_recognition
684日前51.1k

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

LAION-AI/Open-Assistant
684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
686日前5.9k

Matlab code of machine learning algorithms in book PRML

ZheC/Realtime_Multi-Person_Pose_Estimation
684日前5.0k

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

bytedeco/javacv
686日前7.2k

Java interface to OpenCV, FFmpeg, and more

Unitech/pm2
684日前40.3k

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

mratsim/Arraymancer
687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
684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