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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

d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

DrewThomasson/ebook2audiobook

Converts e-books to audiobooks using AI voice cloning and supports over 1158 languages.

18.4K
Active
Python
React
#audiobook#voice-cloning#tts

microsoft/LightGBM

A high-performance gradient boosting framework for machine learning tasks like ranking, classification, and more.

18.1K
Active
C++
ML Ops
Python
#machine-learning#gradient-boosting#data-mining

Mikoto10032/DeepLearning

A comprehensive collection of deep learning tutorials, articles, and resources for developers.

17.2K
Archived
Jupyter Notebook
Deep Learning
Jupyter Notebook
#deep-learning#machine-learning#tutorials

milesial/Pytorch-UNet

A PyTorch implementation of the U-Net for image semantic segmentation with high quality images.

11.2K
Archived
Python
Computer Vision
PyTorch
#computer-vision#semantic-segmentation#deep-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

apachecn/Interview

A comprehensive repository for interview preparation, including guides, algorithms, and code analysis.

9.0K
Archived
Jupyter Notebook
Interview Prep
Databases
#interview#algorithms#coding-challenges

catboost/catboost

A high-performance gradient boosting library for machine learning tasks on CPUs and GPUs.

8.8K
Active
C++
ML Ops
API Frameworks
Python
#machine-learning#gradient-boosting#decision-trees

Kaggle/kaggle-cli

Official Kaggle CLI for interacting with the Kaggle platform from the command line.

7.2K
Active
Python
CLI Tools
Python
#kaggle#data-science#machine-learning

datawhalechina/competition-baseline

A collection of code examples and baselines for common data science and machine learning competitions.

4.7K
Stable
Jupyter Notebook
Databases
ML Ops
Jupyter Notebook
#data-science#machine-learning#competition

unslothai/notebooks

Collection of 100+ Jupyter Notebook tutorials for fine-tuning AI models on various platforms.

4.1K
Active
Jupyter Notebook
Fine-tuning
Tutorials & Courses
#ai-fine-tuning#jupyter-notebook#colab

TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive collection of tutorials and resources for AI, deep learning, and machine learning in Python.

4.0K
Experimental
Python
Learning & Education
Backend & APIs
Python
#artificial-intelligence#machine-learning#deep-learning

ben1234560/AiLearning-Theory-Applying

Interactive learning app for AI theory and applications, with Jupyter Notebook examples.

3.5K
Experimental
Jupyter Notebook
React
#AI Coding Tools#Machine Learning#NLP

abhishekkrthakur/colabcode

Run VS Code (codeserver) on Google Colab or Kaggle Notebooks for AI-powered coding on the cloud.

2.2K
Archived
Python
AI Code Editors
IDE Extensions
Next.js
#vscode#colab#kaggle

alrojo/tensorflow-tutorial

Practical tutorials and labs for TensorFlow, covering popular neural network architectures like CNN, RNN, and more.

2.0K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Jupyter Notebook
#tensorflow#deep-learning#neural-networks

Arturus/kaggle-web-traffic

A Kaggle competition solution for predicting web traffic using RNNs and time series analysis.

1.9K
Archived
Jupyter Notebook
Time Series
Databases
Jupyter Notebook
#time-series#rnn#seq2seq

ChenglongChen/kaggle-CrowdFlower

A 1st place solution for a Kaggle competition on improving product search relevance using NLP.

1.8K
Archived
C++
Natural Language Processing
API Frameworks
#nlp#product-search#relevance-competition

BloodAxe/pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle competition tools

1.6K
Stable
Python
Computer Vision
CLI Tools
PyTorch
#deep-learning#image-processing#object-detection

AxeldeRomblay/MLBox

MLBox is a powerful automated machine learning Python library that simplifies and accelerates the machine learning workflow.

1.5K
Archived
Python
ML Ops
Databases
#auto-ml#automated-machine-learning#data-science
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