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AutoViML/AutoViz

Automatically visualize any dataset, any size with a single line of code, built for vibe coders.

1.9K
Archived
Python
Visualization
Data Visualization
Python
#data-visualization#machine-learning#automated-ml

jakevdp/sklearn_tutorial

Tutorial materials for the scikit-learn machine learning library in Python.

1.8K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Python
#machine-learning#data-science#scikit-learn

edyoda/data-science-complete-tutorial

This repository provides comprehensive tutorials and resources for learning data science and machine learning using Python.

1.8K
Archived
Jupyter Notebook
Databases
Machine Learning
#data-science#machine-learning#numpy

trevorstephens/gplearn

A Python library for Genetic Programming with a scikit-learn inspired API for developers building AI tools.

1.8K
Active
Python
ML Ops
CLI Tools
Python
#genetic-programming#machine-learning#symbolic-regression

justmarkham/scikit-learn-tips

A collection of 50 tips and tricks for using the scikit-learn machine learning library in Python.

1.7K
Archived
Jupyter Notebook
ML Ops
Python
#machine-learning#data-science#scikit-learn

ScottfreeLLC/AlphaPy

A Python AutoML library for building trading systems and sports betting models.

1.7K
Stable
Python
ML Ops
API Frameworks
Python
#trading#sports-betting#backtesting

dipanjanS/text-analytics-with-python

A powerful Python library for advanced text analytics, including classification, clustering, summarization, and sentiment analysis.

1.7K
Archived
Jupyter Notebook
Natural Language Processing
ETL & Pipelines
#text-processing#natural-language-processing#clustering

ClimbsRocks/auto_ml

Automated machine learning for analytics & production use cases powered by popular ML libraries.

1.7K
Archived
Python
ML Ops
ETL & Pipelines
scikit-learn
#automated-machine-learning#data-science#production-ready

justmarkham/DAT8

General Assembly's 2015 Data Science course covering topics like machine learning, data analysis, and data visualization.

1.6K
Archived
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#data-analysis#data-science#machine-learning

ogrisel/parallel_ml_tutorial

A tutorial on using scikit-learn and IPython for parallel machine learning tasks.

1.6K
Archived
Jupyter Notebook
ML Ops
Backend Frameworks
Python
#machine-learning#parallel-computing#scikit-learn

csinva/imodels

Interpretable ML package for concise, transparent, and accurate predictive modeling.

1.6K
Stable
Jupyter Notebook
React
#machine-learning#explainable-ai#interpretable-models

combust/mleap

MLeap is a library for deploying machine learning pipelines to production using Scala, Python, and Spark.

1.5K
Active
Scala
ML Ops
API Frameworks
Scala
#machine-learning#pipeline#production

skforecast/skforecast

A comprehensive Python library for time series forecasting using machine learning models.

1.5K
Active
Python
ML Ops
Databases
Python
#time-series#forecasting#machine-learning

MaxHalford/prince

A Python library for performing multivariate exploratory data analysis, including techniques like PCA, CA, MCA, MFA, and FAMD.

1.4K
Active
Python
ORMs & Query Builders
Data Visualization
Python
#exploratory-data-analysis#dimensionality-reduction#principal-component-analysis

scikit-learn-contrib/metric-learn

Provides a collection of efficient and well-tested metric learning algorithms in Python for machine learning tasks.

1.4K
Archived
Python
ML Ops
scikit-learn
#machine-learning#metric-learning#python

zama-ai/concrete-ml

A Python library for privacy-preserving machine learning using Fully Homomorphic Encryption.

1.4K
Active
Python
LLM Frameworks
React
#machine-learning#privacy-preserving#fully-homomorphic-encryption

koaning/scikit-lego

Extra blocks for scikit-learn pipelines, a popular machine learning library in Python.

1.4K
Active
Python
ML Ops
Backend Frameworks
Python
#machine-learning#scikit-learn#pipelines

jrieke/traingenerator

A web app to generate template code for machine learning projects with popular frameworks like PyTorch and TensorFlow.

1.4K
Archived
Python
LLM Frameworks
Frontend Frameworks
PyTorch
#machine-learning#deep-learning#template-generation

aeon-toolkit/aeon

A toolkit for time series machine learning and deep learning, focused on data-mining and forecasting.

1.3K
Active
Python
Time Series
Data Mining
Python
#time-series#forecasting#machine-learning

INRIA/scikit-learn-mooc

A machine learning in Python with scikit-learn MOOC for developers

1.3K
Active
Jupyter Notebook
React
#machine learning#python#scikit-learn
1235

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