Awesome Python Data Science Overview

Probably the best curated list of data science software in Python.

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Awesome Python Data Science

Awesome

Probably the best-curated list of data science software in Python

Contents

Machine Learning

General Purpose Machine Learning

Automated Machine Learning

Ensemble Methods

Imbalanced Datasets

Random Forests

Extreme Learning Machine

Kernel Methods

Gradient Boosting

Deep Learning

PyTorch

TensorFlow

MXNet

Others

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Web Scraping

Data Manipulation

Data Frames

Pipelines

Data-centric AI

Synthetic Data

Feature Engineering

General

Feature Selection

Visualization

General Purposes

Interactive plots

Map

Automatic Plotting

NLP

Deployment

Model Explanation

Reinforcement Learning

Probabilistic Methods

Genetic Programming

Optimization

Time Series

Natural Language Processing

Computer Audition

Computer Vision

Statistics

Distributed Computing

Experimentation

Data Validation

Evaluation

Computations

Spatial Analysis

Quantum Computing

Conversion

Contributing

Contributions are welcome! 馃槑
Read the contribution guideline.

License

This work is licensed under the Creative Commons Attribution 4.0 International License - CC BY 4.0

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