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5,348 search results found

Ml For Beginners ⭐ 63,698

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Keras ⭐ 60,854

Deep Learning for humans

Superset ⭐ 58,778

Apache Superset is a Data Visualization and Data Exploration Platform

Scikit Learn ⭐ 57,160

scikit-learn: machine learning in Python

Pandas ⭐ 41,935

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

Made With Ml ⭐ 35,496

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

Airflow ⭐ 34,468

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Streamlit ⭐ 29,794

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

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.

Spacy ⭐ 28,628

💫 Industrial-strength Natural Language Processing (NLP) in Python

Ai Expert Roadmap ⭐ 27,583

Roadmap to becoming an Artificial Intelligence Expert in 2022

Pytorch Lightning ⭐ 26,894

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

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 ;)

Gradio ⭐ 25,823

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

Data Science Ipython Notebooks ⭐ 25,668

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.

Data Science For Beginners ⭐ 25,362

10 Weeks, 20 Lessons, Data Science for All!

Applied Ml ⭐ 24,828

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

The Open Source Data Science Masters

Ml From Scratch ⭐ 23,095

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.

Awesome Datascience ⭐ 23,007

📝 An awesome Data Science repository to learn and apply for real world problems.

D2l En ⭐ 20,613

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

Dash ⭐ 19,976

Data Apps & Dashboards for Python. No JavaScript Required.

Fastbook ⭐ 19,737

The fastai book, published as Jupyter Notebooks

Matplotlib ⭐ 18,777

matplotlib: plotting with Python

Recommenders ⭐ 17,972

Best Practices on Recommendation Systems

Excelize ⭐ 17,188

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

Ipython ⭐ 16,063

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

Gensim ⭐ 15,180

Topic Modelling for Humans

Best Of Ml Python ⭐ 14,990

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

Awesome Pytorch List ⭐ 14,715

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Prefect ⭐ 14,603

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

500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 14,248

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

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Virgilio ⭐ 13,515

Your new Mentor for Data Science E-Learning.

🦉 ML Experiments Management with Git

Awesome Bigdata ⭐ 12,798

A curated list of awesome big data frameworks, ressources and other awesomeness.

Ml Youtube Courses ⭐ 11,992

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

Ydata Profiling ⭐ 11,983

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

Awesome Mlops ⭐ 11,723

A curated list of references for MLOps

Python Machine Learning Book ⭐ 11,645

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

Seaborn ⭐ 11,624

Statistical data visualization in Python

Ds Cheatsheets ⭐ 11,535

List of Data Science Cheatsheets to rule the world

Allennlp ⭐ 11,300

An open-source NLP research library, built on PyTorch.

Ludwig ⭐ 10,740

Low-code framework for building custom LLMs, neural networks, and other AI models

Stanford Cs 229 Machine Learning ⭐ 10,399

VIP cheatsheets for Stanford's CS 229 Machine Learning

Openrefine ⭐ 10,106

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

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

Tflearn ⭐ 9,602

Deep learning library featuring a higher-level API for TensorFlow.

Pandas Ai ⭐ 9,533

Chat with your data (SQL, CSV, pandas, polars, noSQL, etc). PandasAI makes data analysis conversational

Machine Learning For Trading ⭐ 9,469

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

Dagster ⭐ 9,467

An orchestration platform for the development, production, and observation of data assets.

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Mlcourse.ai ⭐ 9,376

Open Machine Learning Course

Modin ⭐ 9,275

Modin: Scale your Pandas workflows by changing a single line of code

Statsmodels ⭐ 9,242

Statsmodels: statistical modeling and econometrics in Python

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.

Great_expectations ⭐ 9,179

Always know what to expect from your data.

Trino ⭐ 9,118

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

Gridstudio ⭐ 8,848

Grid studio is a web-based application for data science with full integration of open source data science frameworks and languages.

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

Akshare ⭐ 8,269

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

Ai Learn ⭐ 8,256

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：Py 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

Wandb ⭐ 8,204

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Cleanlab ⭐ 8,182

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

Pycaret ⭐ 8,130

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

Xonsh ⭐ 7,986

🐚 Python-powered, cross-platform, Unix-gazing shell.

Data Science From Scratch ⭐ 7,967

code for Data Science From Scratch book

Data Science Interviews ⭐ 7,936

Data science interview questions and answers

Machine_learning_examples ⭐ 7,861

A collection of machine learning examples and tutorials.

Tsfresh ⭐ 7,824

Automatic extraction of relevant features from time series:

Machine Learning Systems Design ⭐ 7,818

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Hugo Blox Builder ⭐ 7,787

😍 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

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Deeplake ⭐ 7,689

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Python Small Examples ⭐ 7,607

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work

Catboost ⭐ 7,564

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.

Metaflow ⭐ 7,524

🚀 Build and manage real-life ML, AI, and data science projects with ease!

Sktime ⭐ 7,405

A unified framework for machine learning with time series

Cookiecutter Data Science ⭐ 7,351

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Autogluon ⭐ 7,109

Fast and Accurate ML in 3 Lines of Code

Featuretools ⭐ 7,009

An open source python library for automated feature engineering

cuDF - GPU DataFrame Library

Darts ⭐ 6,903

A python library for user-friendly forecasting and anomaly detection on time series.

Dowhy ⭐ 6,730

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

Imbalanced Learn ⭐ 6,680

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Folium ⭐ 6,649

Python Data. Leaflet.js Maps.

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.

Roughviz ⭐ 6,548

Reusable JavaScript library for creating sketchy/hand-drawn styled charts in the browser.

Ml Papers Of The Week ⭐ 6,370

🔥Highlighting the top ML papers every week.

Boltons ⭐ 6,330

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

Fiftyone ⭐ 6,327

The open-source tool for building high-quality datasets and computer vision models

Mage Ai ⭐ 6,324

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

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)

Data Science Blogs ⭐ 6,048

A curated list of data science blogs

Machine Learning Roadmap ⭐ 6,040

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

Pachyderm ⭐ 6,035

Data-Centric Pipelines and Data Versioning

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