Cracking Kaggle Competitions
Different approaches for different Classical Machine Learning, and NLP competitions from Kaggle.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Data Science Ipython Notebooks | 25,668 | 9 months ago | 34 | other | Python | |||||
| 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. | ||||||||||
| D2l En | 21,912 | a month ago | 2 | November 13, 2022 | 115 | other | Python | |||
| Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. | ||||||||||
| Pytorch Handbook | 18,594 | a year ago | 52 | Jupyter Notebook | ||||||
| pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行 | ||||||||||
| Lightgbm | 16,056 |  | 278 | 574 | 2 months ago | 34 | September 12, 2023 | 345 | mit | C++ |
| 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. | ||||||||||
| Interview | 8,372 | 8 months ago | other | Jupyter Notebook | ||||||
| Interview = 简历指南 + 算法题 + 八股文 + 源码分析 | ||||||||||
| Catboost | 7,564 | 12 | 5 months ago | 20 | September 19, 2023 | 539 | apache-2.0 | Python | ||
| 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. | ||||||||||
| Deeplearning | 7,463 | 2 years ago | 8 | apache-2.0 | Jupyter Notebook | |||||
| 深度学习入门教程, 优秀文章, Deep Learning Tutorial | ||||||||||
| Kaggle Solutions | 3,579 | 6 months ago | mit | HTML | ||||||
| 🏅 Collection of Kaggle Solutions and Ideas 🏅 | ||||||||||
| Artificial Intelligence Deep Learning Machine Learning Tutorials | 3,436 | a year ago | 152 | other | Python | |||||
| 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. | ||||||||||
| Girls In Ai | 2,134 | 5 years ago | 22 | Jupyter Notebook | ||||||
| 免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战 | ||||||||||
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