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1,600 search results found

Probabilistic Programming And Bayesian Methods For Hackers ⭐ 26,097

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 ;)

Data Science For Beginners ⭐ 25,362

10 Weeks, 20 Lessons, Data Science for All!

Dash ⭐ 19,976

Data Apps & Dashboards for Python. No JavaScript Required.

Fastbook ⭐ 19,737

The fastai book, published as Jupyter Notebooks

Recommenders ⭐ 17,739

Best Practices on Recommendation Systems

Ipython ⭐ 16,063

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Ydata Profiling ⭐ 11,983

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Python Machine Learning Book ⭐ 11,645

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

Ds Cheatsheets ⭐ 11,535

List of Data Science Cheatsheets to rule the world

Mit Deep Learning ⭐ 9,897

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Numerical Linear Algebra ⭐ 9,850

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

Machine Learning For Trading ⭐ 9,469

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

Amazon Sagemaker Examples ⭐ 9,221

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

Pycaret ⭐ 8,130

An open-source, low-code machine learning library in Python

Hugo Blox Builder ⭐ 7,705

😍 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

H2o 3 ⭐ 6,618

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.

Nteract ⭐ 6,111

📘 The interactive computing suite for you! ✨

Industry Machine Learning ⭐ 6,077

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

Python Machine Learning Book 2nd Edition ⭐ 5,944

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

Data Analysis And Machine Learning Projects ⭐ 5,596

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Feast ⭐ 5,053

Feature Store for Machine Learning

Automatically visualize your pandas dataframe via a single print! 📊 💡

Edward ⭐ 4,503

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Dtale ⭐ 4,407

Visualizer for pandas data structures

Evidently ⭐ 4,348

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Probability ⭐ 4,028

Probabilistic reasoning and statistical analysis in TensorFlow

Datascience ⭐ 3,955

Curated list of Python resources for data science.

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Data Science ⭐ 3,898

Collection of useful data science topics along with articles, videos, and code

Hydrogen ⭐ 3,886

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

Orchest ⭐ 3,876

Build data pipelines, the easy way 🛠️

Machinelearningnotebooks ⭐ 3,832

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

Nlpaug ⭐ 3,825

Data augmentation for NLP

Competition Baseline ⭐ 3,773

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Gophernotes ⭐ 3,756

The Go kernel for Jupyter notebooks and nteract.

Panel ⭐ 3,728

Panel: The powerful data exploration & web app framework for Python

Awesome Jupyter ⭐ 3,709

A curated list of awesome Jupyter projects, libraries and resources

Mercury ⭐ 3,660

Convert Jupyter Notebooks to Web Apps

Flaml ⭐ 3,500

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Fastpages ⭐ 3,435

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Python Training ⭐ 3,365

Python training for business analysts and traders

Tensorwatch ⭐ 3,333

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Ploomber ⭐ 3,318

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

Course Nlp ⭐ 3,271

A Code-First Introduction to NLP course

Deepchecks ⭐ 3,206

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Scikit Learn Videos ⭐ 3,180

Jupyter notebooks from the scikit-learn video series

Geemap ⭐ 3,159

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Leafmap ⭐ 2,885

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

Dtreeviz ⭐ 2,720

A python library for decision tree visualization and model interpretation.

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Interactive ⭐ 2,642

.NET Interactive combines the power of .NET with many other languages to create notebooks, REPLs, and embedded coding experiences. Share code, explore data, write, and learn across your apps in ways you couldn't before.

Machine Learning ⭐ 2,607

🌎 machine learning tutorials (mainly in Python3)

Python Is Cool ⭐ 2,468

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

Mlops Course ⭐ 2,427

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

Zero To Mastery Ml ⭐ 2,307

All course materials for the Zero to Mastery Machine Learning and Data Science course.

Python Causality Handbook ⭐ 2,265

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

The mitosheet package, trymito.io, and other public Mito code.

Linear Algebra With Python ⭐ 2,160

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Interactive Go programming with Jupyter

Medium_notebook ⭐ 1,964

Repository containing notebooks of my posts on Medium

Pymc Resources ⭐ 1,838

PyMC educational resources

Pandas Videos ⭐ 1,808

Jupyter notebook and datasets from the pandas Q&A video series

Dataprep ⭐ 1,807

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

Arcgis Python Api ⭐ 1,710

Documentation and samples for ArcGIS API for Python

Nannyml ⭐ 1,695

nannyml: post-deployment data science in python

Covid19 Dashboard ⭐ 1,645

A site that displays up to date COVID-19 stats, powered by fastpages.

Machine_learning_refined ⭐ 1,574

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

General Assembly's 2015 Data Science course in Washington, DC

Football_analytics ⭐ 1,525

📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

Spark Py Notebooks ⭐ 1,515

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

An Introduction To Statistical Learning ⭐ 1,481

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

Fklearn ⭐ 1,465

fklearn: Functional Machine Learning

Azureml Examples ⭐ 1,442

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

H2o Tutorials ⭐ 1,403

Tutorials and training material for the H2O Machine Learning Platform

Scikit Learn Tips ⭐ 1,393

🤖⚡ 50 scikit-learn tips

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Hackermath ⭐ 1,339

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Knet.jl ⭐ 1,336

Koç University deep learning framework.

Efficient_python_tricks_and_tools_for_data_scientists ⭐ 1,332

Efficient Python Tricks and Tools for Data Scientists

Cracking The Data Science Interview ⭐ 1,291

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Data Science On Gcp ⭐ 1,249

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Fastquant ⭐ 1,244

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!

Ppde642 ⭐ 1,244

USC urban data science course series with Python and Jupyter

Imodels ⭐ 1,229

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Responsible Ai Toolbox ⭐ 1,187

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Vertex Ai Samples ⭐ 1,172

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

Vscode Jupyter ⭐ 1,169

VS Code Jupyter extension

Mapie ⭐ 1,089

A scikit-learn-compatible module for estimating prediction intervals.

Awesome Google Colab ⭐ 1,055

Google Colaboratory Notebooks and Repositories (by @firmai)

Deeplearning Mindmap ⭐ 1,050

A mindmap summarising Deep Learning concepts.

Pixiedust ⭐ 1,035

Python Helper library for Jupyter Notebooks

This repository helps you understand python from the scratch.

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