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fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

10.7K
Archived
Jupyter Notebook
Linear-Algebra
Python
#linear-algebra#data-science#machine-learning

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

voxel51/fiftyone

Refine high-quality datasets and visual AI models with this Python library for active learning and data curation.

10.4K
Active
Python
Computer Vision
Python
#active-learning#data-curation#data-quality

lexfridman/mit-deep-learning

This repository contains tutorials, assignments, and competitions for MIT's deep learning courses, covering a wide range of AI and machine learning topics.

10.4K
Archived
Jupyter Notebook
Deep Learning
#deep-learning#machine-learning#ai

modin-project/modin

Modin: Scalable Pandas workflows with a single line of code change, enabling distributed data processing.

10.4K
Stable
Python
Databases
Python
#pandas#data-analysis#data-processing

chiphuyen/machine-learning-systems-design

A booklet on machine learning systems design with exercises for developers interested in MLOps and production ML.

10.1K
Archived
HTML
MLOps
#machine-learning#systems-design#mlops

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

HugoBlox/kit

An open-source Copilot for data scientists, enabling building high-performance portfolios, lab sites, and docs in Markdown and Jupyter.

9.9K
Active
HTML
AI Code Editors
Hugo
#data-science#open-source#static-site-generator

microsoft/computervision-recipes

A comprehensive repository for computer vision best practices, code samples, and documentation.

9.8K
Archived
Jupyter Notebook
Computer Vision
Jupyter Notebook
#computer-vision#azure#deep-learning

alexeygrigorev/data-science-interviews

A repository of data science interview questions and answers for developers.

9.8K
Stable
HTML
Data Science
#data-science#machine-learning#interview-questions

yzhao062/pyod

A Python library for outlier and anomaly detection, integrating classical and deep learning techniques.

9.7K
Active
Python
Anomaly & Outlier Detection
#anomaly-detection#outlier-detection#unsupervised-learning

pycaret/pycaret

An open-source, low-code machine learning library in Python for building and training machine learning models.

9.7K
Experimental
Jupyter Notebook
React
#machine learning#open-source#python

drivendataorg/cookiecutter-data-science

A flexible and standardized cookiecutter template for doing and sharing data science work in Python.

9.7K
Active
Python
ETL & Pipelines
Python
#data-science#machine-learning#cookiecutter

tflearn/tflearn

A high-level deep learning library for TensorFlow, enabling developers to build complex neural networks with ease.

9.6K
Archived
Python
ML Ops
TensorFlow
#deep-learning#machine-learning#neural-network

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

skypilot-org/skypilot

Easily run, manage, and scale AI workloads on any infrastructure using a unified platform.

9.5K
Active
Python
ML Ops
Python
#cloud-computing#cloud-management#cost-optimization

rapidsai/cudf

A high-performance GPU DataFrame library for data analysis and machine learning workloads.

9.5K
Active
C++
Databases
Python
#data-analysis#data-science#gpu

goplus/xgo

XGo is a programming language that lets you leverage assets from C/C++, Go, Python, and JavaScript/TypeScript.

9.4K
Active
Go
AI-Native
Go
#ai-native#data-science#golang

unit8co/darts

A Python library for user-friendly forecasting and anomaly detection on time series data.

9.2K
Active
Python
Time Series
Databases
Python
#forecasting#anomaly-detection#time-series
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