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microsoft/ML-For-Beginners

Beginner-friendly machine learning course with 12 weeks, 26 lessons, and 52 quizzes

84.1K
Active
Jupyter Notebook
Tutorials & Courses
#machine-learning#data-science#education

scikit-learn/scikit-learn

Python machine learning library for data analysis and statistics

65.3K
Active
Python
ML Ops
Python
#machine-learning#data-analysis#statistics

Avik-Jain/100-Days-Of-ML-Code

100-day ML coding challenge with implementations and tutorials

49.8K
Archived
Tutorials & Courses
#machine-learning#tutorials#100-days-of-code

jakevdp/PythonDataScienceHandbook

Python Data Science Handbook in Jupyter Notebooks

47.0K
Archived
Jupyter Notebook
Books & Guides
ETL & Pipelines
Jupyter Notebook
#jupyter-notebook#matplotlib#numpy

apachecn/ailearning

AI learning repository with tutorials and implementations for machine learning, deep learning, and data analysis

42.1K
Archived
Python
ML Ops
Python
#machine-learning#deep-learning#data-analysis

ageron/handson-ml2

Hands-on Machine Learning with Python, Scikit-Learn, Keras, and TensorFlow 2.

29.9K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Scikit-Learn
#machine-learning#deep-learning#python

donnemartin/data-science-ipython-notebooks

Data science Python notebooks covering deep learning, machine learning, big data, and more.

28.9K
Archived
Python
Computer Vision
ML Ops
TensorFlow
#data-science#deep-learning#machine-learning

ageron/handson-ml

Deprecated ML book repo with Jupyter notebooks for learning fundamentals

25.8K
Archived
Jupyter Notebook
Books & Guides
Inference
Jupyter Notebook
#machine-learning#deep-learning#scikit-learn

lukasmasuch/best-of-ml-python

Curated list of top machine learning Python libraries, updated weekly with quality scores.

23.3K
Active
RAG & Vector
Awesome Lists
#machine-learning#python#awesome-list

onnx/onnx

Open standard for ML interoperability and model exchange

20.4K
Active
Python
Inference
#onnx#machine-learning#ai

microsoft/onnxruntime

High-performance ML inferencing and training accelerator

19.5K
Active
C++
Inference
ML Ops
PyTorch
#ai-framework#deep-learning#machine-learning

virgili0/Virgilio

A comprehensive learning resource for data science and machine learning, covering a wide range of topics and tools.

14.3K
Stable
Jupyter Notebook
Tutorials & Courses
#data-science#machine-learning#ai

dask/dask

Dask is a Python library for parallel computing and distributed data processing, providing a scalable alternative to NumPy and Pandas.

13.8K
Active
Python
Databases
Python
#parallel-computing#distributed-data-processing#data-analysis

rasbt/python-machine-learning-book

A comprehensive code repository and resource for learning machine learning with Python.

12.6K
Archived
Jupyter Notebook
Machine Learning Algorithms
Python
#machine-learning#data-mining#data-science

ageron/handson-ml3

A set of Jupyter notebooks for learning the fundamentals of Machine Learning and Deep Learning in Python.

12.5K
Stable
Jupyter Notebook
Machine Learning Ops
#machine-learning#deep-learning#scikit-learn

Yorko/mlcourse.ai

An open-source machine learning course focused on practical algorithms and data analysis in Python.

10.5K
Active
Python
Algorithms
Python
#machine-learning#data-science#algorithms

autogluon/autogluon

Fast and accurate machine learning framework that can build models in just 3 lines of Python code.

10.1K
Active
Python
ML Ops
PyTorch
#automated-machine-learning#computer-vision#tabular-data

EpistasisLab/tpot

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

10.0K
Stable
Jupyter Notebook
AutoML
scikit-learn
#automated-machine-learning#hyperparameter-optimization#model-selection

sktime/sktime

A unified framework for machine learning with time series in Python, focused on forecasting, anomaly detection, and more.

9.6K
Active
Python
Time Series Analysis
#time-series#forecasting#anomaly-detection

ljpzzz/machinelearning

A collection of machine learning blogs and code samples, focused on algorithms, reinforcement learning, and scikit-learn.

8.7K
Archived
Jupyter Notebook
Algorithms
Machine Learning
#algorithms#machinelearning#reinforcementlearning

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