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Deep Learning for humans
scikit-learn: machine learning in Python
Apache Superset is a Data Visualization and Data Exploration Platform
Ml For Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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
Learn how to responsibly develop, deploy and maintain production machine learning applications.
💫 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 — A faster way to build and share data apps.
Data Science Ipython Notebooks
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.
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Data Science For Beginners
10 Weeks, 20 Lessons, Data Science for All!
The fastai book, published as Jupyter Notebooks
Create UIs for your machine learning model in Python in 3 minutes
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: plotting with Python
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Best Practices on Recommendation Systems
Topic Modelling for Humans
Awesome Pytorch List
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Best Of Ml Python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
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
500 AI Machine learning Deep learning Computer vision NLP Projects with code
The easiest way to orchestrate and observe your data pipelines
Python Machine Learning Book
The "Python Machine Learning (1st edition)" book code repository and info resource
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
List of Data Science Cheatsheets to rule the world
An open-source NLP research library, built on PyTorch.
Statistical data visualization in Python
Create HTML profiling reports from pandas DataFrame objects
Deep learning library featuring a higher-level API for TensorFlow.
Numerical Linear Algebra
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.
Data-centric declarative deep learning framework
Best Practices, code samples, and documentation for Computer Vision.
Open Machine Learning Course
Modin: Scale your Pandas workflows by changing a single line of code
Statsmodels: statistical modeling and econometrics in Python
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 🚀
An orchestration platform for the development, production, and observation of data assets.
Data Science From Scratch
code for Data Science From Scratch book
An open-source, low-code machine learning library in Python
A collection of machine learning examples and tutorials.
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
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 is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
Cookiecutter Data Science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
🚀 Build and manage real-life data science projects with ease!
An open source python library for automated feature engineering
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
A unified framework for machine learning with time series
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
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
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.
Python Data. Leaflet.js Maps.
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
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
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Data Science Blogs
A curated list of data science blogs
A python library for user-friendly forecasting and anomaly detection on time series.
Python Machine Learning Book 2nd Edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
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: AutoML for Image, Text, Time Series, and Tabular Data
Data Scientist Roadmap
Toturials coming with the "data science roadmap" picture.
cuDF - GPU DataFrame Library
A system for quickly generating training data with weak supervision
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
Data Analysis And Machine Learning Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
🧙 The modern replacement for Airflow. Build, run, and manage data pipelines for integrating and transforming data.
common data analysis and machine learning tasks using python
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Serenata De Amor
🕵 Artificial Intelligence for social control of public administration
Feature Store for Machine Learning
Automatically visualize your pandas dataframe via a single print! 📊 💡
🌊 Online machine learning in Python
🍊 📊 💡 Orange: Interactive data analysis
Visualizer for pandas data structures
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for various use cases.
Build data pipelines, the easy way 🛠️
Aim 💫 — An easy-to-use & supercharged open-source AI metadata tracker (experiment tracking, AI agents tracing)
Curated list of Python resources for data science.
Collection of useful data science topics along with articles, videos, and code
Open Source Data Science Resources.
Probabilistic time series modeling in Python
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
Aws Sdk Pandas
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).
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
A curated list of awesome Jupyter projects, libraries and resources
Python library that makes it easy for data scientists to create charts.
A Code-First Introduction to NLP course
Data Science At The Command Line
Data Science at the Command Line
Koalas: pandas API on Apache Spark
Python Machine Learning (20,195)
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