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donnemartin /data-science-ipython-notebooks

Star28.9k

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.

python aws data-science machine-learning caffe theano big-data spark deep-learning hadoop tensorflow numpy scikit-learn keras pandas kaggle scipy matplotlib mapreduce

UpdatedMar 20, 2024
Python

d2l-ai /d2l-en

Star28.1k

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax

UpdatedAug 18, 2024
Python

microsoft /LightGBM

Star18.1k

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

microsoft python machine-learning data-mining r parallel distributed kaggle gbdt gbm lightgbm gbrt decision-trees gradient-boosting

UpdatedFeb 6, 2026
C++

DrewThomasson /ebook2audiobook

Star17.4k

Generate audiobooks from e-books, voice cloning & 1158+ languages!

multilingual windows linux docker mac kaggle audiobook tts english epub chinese gradio audiobooks colab-notebook voice-cloning xtts

UpdatedFeb 2, 2026
Python

Mikoto10032 /DeepLearning

Star17.2k

深度学习入门教程, 优秀文章, Deep Learning Tutorial

machine-learning deep-learning mxnet tensorflow cnn pytorch kaggle gan rnn machinelearning deeplearning gcn

UpdatedApr 21, 2022
Jupyter Notebook

milesial /Pytorch-UNet

Star11.2k

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

deep-learning pytorch kaggle tensorboard convolutional-networks convolutional-neural-networks unet semantic-segmentation pytorch-unet wandb weights-and-biases

UpdatedAug 11, 2024
Python

apachecn /Interview

Star8.9k

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

python machine-learning leetcode interview kaggle

UpdatedOct 20, 2023
Jupyter Notebook

catboost /catboost

Star8.8k

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

python data-science machine-learning data-mining tutorial r big-data gpu cuda kaggle gbdt gbm gpu-computing decision-trees gradient-boosting coreml catboost categorical-features

UpdatedFeb 7, 2026
C++

faridrashidi /kaggle-solutions

Star6.3k

🏅 Collection of Kaggle Solutions and Ideas 🏅

competition data-science machine-learning data-mining awesome solutions kaggle

UpdatedFeb 5, 2026
HTML

datawhalechina /competition-baseline

Star4.7k

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

data-science deep-learning kaggle data-competition

UpdatedOct 22, 2025
Jupyter Notebook

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

Star4k

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.