scikit-learn Ecosystem

dask

Parallel computing with task scheduling

ML-For-Beginners

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

auto-sklearn

Automated Machine Learning with scikit-learn

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

sktime

A unified framework for machine learning with time series

scikit-llm

Seamlessly integrate LLMs into scikit-learn

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

dask

Parallel computing with task scheduling

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects

python-machine-learning-book

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

skorch

A scikit-learn compatible neural network library that wraps PyTorch

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

mlcourse.ai

Open Machine Learning Course

100-Days-Of-ML-Code

100 Days of ML Coding

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

handson-ml

⛔️ DEPRECATED – See https://github

sktime

A unified framework for machine learning with time series

autogluon

Fast and Accurate ML in 3 Lines of Code

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

skll

SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments

practicum_project

Проект по теме "Обучение с учителем" Яндекс

optuml

Optuna-optimized ML methods, with scikit-learn like API

bitcoin-price-predictor

This Python project predicts whether the price of Bitcoin will increase or decrease on the next day, using historical price data and machine learning

Attendance_by_Face_Recogination

This project is a face recognition-based attendance system that uses Python, OpenCV, Scikit-learn, Streamlit, and various other libraries like Pandas, Numpy, Datetime, and OS for different functionalities

MLOps-with-Jenkins

From data ingestion to deploying the model using Jenkins

Practicing-deep-learning

with keras data set we load a data base and train our machine for test

Fake-News-Detection-V4-Gensim-GoogleNews300

Machine-Learning-and-AI

Personal tasks or codes of Machine Learning and Artificial Intelligence

deep-learning-for-training

Analysi hear disease data set with deep learning

Siesta-Smart

This project is designed to be a AIaaS 2-Way-PMS optimized with AI and ML models

FEATUREWISE

A no-code solution for performing data transformations like imputation, encoding, scaling, and feature creation, with an intuitive interface for interactive DataFrame manipulation and easy CSV export

email-spam-classifier

A machine learning project that classifies emails as spam or not spam using Logistic Regression, with a deployable Flask API for real-time classification

Clustering

k-means & hierarchical clustering

Anomaly-Detection

Sentiment-Analysis

Sentiment analysis with the IMDB movie review dataset

E-commerce-Analysis

Short machine learning project which analyses customer behaviour 🔎

ML-video-game-analysis-synthetic

A processing of a simplified video game dataset using k-nearest neighbors, and using Synthetic Data Vault and Regression/Classification models to verify synthetic model accuracy

Disaster_Tweet_Classification_NLP

This repository holds the final project for the Natural Language Processing project for the Intel AI Learning and Certification Program

PyLegend

A fusion between Python and legend, a name that suggests that the code is both modern and mythical

LDA_Classification

This repository focuses on implementing Linear Discriminant Analysis (LDA) as a classifier on embedded scikit-learn datasets