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r4ds

R for data science: a book

最終更新日:503日前
4.3k

oguzhaninan/Buka
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Buka is a modern software that helps you manage your ebook at ease.

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506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
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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.

dylanaraps/pure-bash-bible
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📖 A collection of pure bash alternatives to external processes.

krahets/hello-algo
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《Hello 算法》:动画图解、一键运行的数据结构与算法教程,支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing

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

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

matplotlib/matplotlib
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matplotlib: plotting with Python

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

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《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。

GokuMohandas/Made-With-ML
503日前35.1k

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

ray-project/ray
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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.

ethereumbook/ethereumbook
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Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

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503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

apache/spark
502日前37.8k

Apache Spark - A unified analytics engine for large-scale data processing

nteract/papermill
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📚 Parameterize, execute, and analyze notebooks

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503日前2.3k

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

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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 ;)

aws/amazon-sagemaker-examples
503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
503日前7.0k

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

scikit-learn/scikit-learn
502日前57.4k

scikit-learn: machine learning in Python

pandas-dev/pandas
502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
502日前27.9k

Roadmap to becoming an Artificial Intelligence Expert in 2022

OpenRefine/OpenRefine
504日前10.3k

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

Sinaptik-AI/pandas-ai
502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.

chai2010/go-ast-book
502日前5.2k

:books: 《Go语言定制指南》(原名:Go语法树入门/开源免费图书/Go语言进阶/掌握抽象语法树/Go语言AST)

akfamily/akshare
502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

rougier/scientific-visualization-book
502日前9.9k

An open access book on scientific visualization using python and matplotlib

fastai/numerical-linear-algebra
503日前9.9k

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

tangyudi/Ai-Learn
502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

kaxap/arl
503日前1.9k

lists of most popular repositories for most favoured programming languages (according to StackOverflow)

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
502日前14.7k

500 AI Machine learning Deep learning Computer vision NLP Projects with code

dair-ai/ML-YouTube-Courses
502日前13.5k

📺 Discover the latest machine learning / AI courses on YouTube.

tuhdo/os01
502日前11.3k

Bootstrap yourself to write an OS from scratch. A book for self-learner.

facebook/prophet
502日前17.5k

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

microsoft/LightGBM
502日前15.9k

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

FavioVazquez/ds-cheatsheets
503日前12.6k

List of Data Science Cheatsheets to rule the world

HugoBlox/hugo-blox-builder
502日前7.6k

😍 EASILY BUILD THE WEBSITE YOU WANT - NO CODE, JUST MARKDOWN BLOCKS! 使用块轻松创建任何类型的网站 - 无需代码。 一个应用程序,没有依赖项,没有 JS

catboost/catboost
502日前7.6k

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

h2oai/h2o-3
502日前6.6k

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

tidyverse/ggplot2
502日前6.2k

An implementation of the Grammar of Graphics in R

cxli233/FriendsDontLetFriends
502日前5.4k

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

rstudio/shiny
503日前5.2k

Easy interactive web applications with R

tidyverse/dplyr
502日前4.6k

dplyr: A grammar of data manipulation

h2oai/wave
502日前3.8k

Realtime Web Apps and Dashboards for Python and R

rasbt/python-machine-learning-book
503日前12.1k

The "Python Machine Learning (1st edition)" book code repository and info resource

rasbt/python-machine-learning-book-2nd-edition
504日前7.0k

The "Python Machine Learning (2nd edition)" book code repository and info resource

tonydeng/sdn-handbook
512日前1.1k

SDN手册

d2l-ai/d2l-en
502日前20.9k

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

qax-os/excelize
502日前16.8k

Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

goq/telegram-list
503日前4.4k

List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов

getify/Functional-Light-JS
503日前16.4k

Pragmatic, balanced FP in JavaScript. @FLJSBook on twitter.

iggredible/Learn-Vim
502日前12.8k

Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖

thejsway/thejsway
505日前7.9k

The JavaScript Way book

flyteorg/flyte
501日前4.5k

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

QianMo/Game-Programmer-Study-Notes
502日前8.5k

:anchor: 我的游戏程序员生涯的读书笔记合辑。你可以把它看作一个加强版的Blog。涉及图形学、实时渲染、编程实践、GPU编程、设计模式、软件工程等内容。Keep Reading , Keep Writing , Keep Coding.

dariubs/GoBooks
501日前15.6k

List of Golang books

phodal/github
501日前9.6k

GitHub 漫游指南- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.

gibbok/typescript-book
501日前8.1k

The Concise TypeScript Book: A Concise Guide to Effective Development in TypeScript. Free and Open Source.

janishar/mit-deep-learning-book-pdf
501日前12.1k

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

brikis98/terraform-up-and-running-code
501日前2.7k

Code samples for the book "Terraform: Up & Running" by Yevgeniy Brikman

mercyblitz/thinking-in-spring-boot-samples
509日前1.9k

小马哥书籍《Spring Boot 编程思想》示例工程

GoogleCloudPlatform/vertex-ai-samples
503日前1.2k

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

unknwon/the-way-to-go_ZH_CN
501日前34.0k

《The Way to Go》中文译本,中文正式名《Go 入门指南》

evidence-dev/evidence
501日前2.9k

Business intelligence as code: build fast, interactive data visualizations in pure SQL and markdown..

javascriptdata/danfojs
502日前4.6k

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

lancedb/lance
501日前3.1k

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

diffgram/diffgram
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The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

PrefectHQ/prefect
501日前14.1k

Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines

mage-ai/mage-ai
501日前6.5k

🧙 The modern replacement for Airflow. Build, run, and manage data pipelines for integrating and transforming data.

Lightning-AI/pytorch-lightning
501日前26.2k

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

eriklindernoren/ML-From-Scratch
501日前22.9k

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

marimo-team/marimo
502日前3.3k

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

munificent/game-programming-patterns
501日前3.8k

Source repo for the book

asciidwango/js-primer
502日前2.3k

:book: JavaScript Primer - 迷わないための入門書

phodal/growth-ebook
505日前7.7k

Growth Engineering: The Definitive Guide。全栈增长工程师指南

goplus/gop
502日前8.7k

The Go+ programming language is designed for engineering, STEM education, and data science

mahmoud/boltons
503日前6.4k

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

mrdbourke/machine-learning-roadmap
501日前7.1k

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

munificent/craftinginterpreters
501日前7.9k

Repository for the book "Crafting Interpreters"