Awesome Open Source

Programming Languages

Search results for python data science

3,569 search results found

Keras ⭐ 58,548

Deep Learning for humans

Scikit Learn ⭐ 54,507

scikit-learn: machine learning in Python

Superset ⭐ 52,360

Apache Superset is a Data Visualization and Data Exploration Platform

Ml For Beginners ⭐ 48,894

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

Pandas ⭐ 38,610

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 ⭐ 33,193

Learn how to responsibly develop, deploy and maintain production machine learning applications.

Spacy ⭐ 26,305

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

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

Streamlit ⭐ 25,161

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

Data Science Ipython Notebooks ⭐ 25,025

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.

Lightning ⭐ 23,613

Deep learning framework to train, deploy, and ship AI products Lightning fast.

Data Science For Beginners ⭐ 19,218

10 Weeks, 20 Lessons, Data Science for All!

Dash ⭐ 18,809

Data Apps & Dashboards for Python. No JavaScript Required.

Fastbook ⭐ 18,555

The fastai book, published as Jupyter Notebooks

Gradio ⭐ 18,502

Create UIs for your machine learning model in Python in 3 minutes

D2l En ⭐ 18,049

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

Matplotlib ⭐ 17,518

matplotlib: plotting with Python

Ipython ⭐ 15,830

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

Recommenders ⭐ 15,820

Best Practices on Recommendation Systems

Gensim ⭐ 14,374

Topic Modelling for Humans

Awesome Pytorch List ⭐ 14,103

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

Best Of Ml Python ⭐ 13,778

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

Virgilio ⭐ 13,415

Your new Mentor for Data Science E-Learning.

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

500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 12,490

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

Prefect ⭐ 12,102

The easiest way to orchestrate and observe your data pipelines

Python Machine Learning Book ⭐ 11,645

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

🦉 Data Version Control | Git for Data & Models | ML Experiments Management

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.

Seaborn ⭐ 10,751

Statistical data visualization in Python

Ydata Profiling ⭐ 10,699

Create HTML profiling reports from pandas DataFrame objects

Tflearn ⭐ 9,512

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

Numerical Linear Algebra ⭐ 9,325

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

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

Ludwig ⭐ 8,959

Data-centric declarative deep learning framework

Computervision Recipes ⭐ 8,950

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

Mlcourse.ai ⭐ 8,803

Open Machine Learning Course

Modin ⭐ 8,692

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

Statsmodels ⭐ 8,531

Statsmodels: statistical modeling and econometrics in Python

Great_expectations ⭐ 8,435

Always know what to expect from your data.

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

Dagster ⭐ 7,600

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

Data Science From Scratch ⭐ 7,555

code for Data Science From Scratch book

Pycaret ⭐ 7,372

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

Machine_learning_examples ⭐ 7,348

A collection of machine learning examples and tutorials.

Catboost ⭐ 7,177

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.

Python Small Examples ⭐ 7,135

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

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

Pandas Ai ⭐ 6,989

Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational

Cookiecutter Data Science ⭐ 6,701

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

Metaflow ⭐ 6,698

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

Featuretools ⭐ 6,659

An open source python library for automated feature engineering

Akshare ⭐ 6,624

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

Sktime ⭐ 6,536

A unified framework for machine learning with time series

Ai Learn ⭐ 6,327

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

Imbalanced Learn ⭐ 6,325

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

H2o 3 ⭐ 6,303

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.

Folium ⭐ 6,261

Python Data. Leaflet.js Maps.

Wandb ⭐ 6,168

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

Boltons ⭐ 6,144

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

Deeplake ⭐ 6,095

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

Industry Machine Learning ⭐ 6,077

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

Cleanlab ⭐ 6,050

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

Data Science Blogs ⭐ 6,048

A curated list of data science blogs

Darts ⭐ 5,961

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

Python Machine Learning Book 2nd Edition ⭐ 5,944

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

Dowhy ⭐ 5,923

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.

Autogluon ⭐ 5,815

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

Data Scientist Roadmap ⭐ 5,698

Toturials coming with the "data science roadmap" picture.

cuDF - GPU DataFrame Library

Snorkel ⭐ 5,490

A system for quickly generating training data with weak supervision

Knowledge Repo ⭐ 5,314

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

Data Analysis And Machine Learning Projects ⭐ 4,836

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

Mage Ai ⭐ 4,808

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

Datasciencepython ⭐ 4,776

common data analysis and machine learning tasks using python

Mlxtend ⭐ 4,404

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Serenata De Amor ⭐ 4,378

🕵 Artificial Intelligence for social control of public administration

Feast ⭐ 4,367

Feature Store for Machine Learning

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

River ⭐ 4,261

🌊 Online machine learning in Python

Orange3 ⭐ 4,132

🍊 📊 💡 Orange: Interactive data analysis

Dtale ⭐ 4,068

Visualizer for pandas data structures

Machine_learning_complete ⭐ 3,985

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

Mimesis ⭐ 3,972

Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for various use cases.

Orchest ⭐ 3,876

Build data pipelines, the easy way 🛠️

Aim 💫 — An easy-to-use & supercharged open-source AI metadata tracker (experiment tracking, AI agents tracing)

Datascience ⭐ 3,751

Curated list of Python resources for data science.

Data Science ⭐ 3,718

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

Datascienceresources ⭐ 3,710

Open Source Data Science Resources.

Gluonts ⭐ 3,598

Probabilistic time series modeling in Python

Evidently ⭐ 3,502

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

Aws Sdk Pandas ⭐ 3,477

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

Flyte ⭐ 3,442

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

Fastpages ⭐ 3,435

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

Awesome Jupyter ⭐ 3,375

A curated list of awesome Jupyter projects, libraries and resources

Chartify ⭐ 3,333

Python library that makes it easy for data scientists to create charts.

Course Nlp ⭐ 3,271

A Code-First Introduction to NLP course

Data Science At The Command Line ⭐ 3,231

Data Science at the Command Line

Koalas ⭐ 3,228

Koalas: pandas API on Apache Spark

Related Searches

Python Machine Learning (20,195)

Python Jupyter Notebook (18,595)

Python Flask (16,475)

Python Pytorch (15,135)

Python Dataset (14,792)

Python Docker (14,113)

Python Tensorflow (13,736)

Python Deep Learning (13,092)

Javascript Python (9,798)

Python Algorithms (9,749)

1-100 of 3,569 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2023 Awesome Open Source. All rights reserved.