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Top 23 Jupyter Notebook neural-network Projects
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machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
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coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
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cs229-2018-autumn
All notes and materials for the CS229: Machine Learning course by Stanford University
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awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
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tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial (by towardsai)
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makeMoE
From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
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conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
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mnist1d
A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
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Index
What are some of the best open-source neural-network projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | LLMs-from-scratch | 102,543 |
| 2 | Anime4K | 20,966 |
| 3 | introtodeeplearning | 8,748 |
| 4 | machine-learning-book | 5,311 |
| 5 | machine_learning_complete | 5,020 |
| 6 | probability | 4,424 |
| 7 | machine_learning_basics | 4,417 |
| 8 | coursera-deep-learning-specialization | 4,335 |
| 9 | Andrew-NG-Notes | 3,763 |
| 10 | ML-Workspace | 3,543 |
| 11 | cs229-2018-autumn | 3,442 |
| 12 | awesome-ai-ml-dl | 1,704 |
| 13 | Knet.jl | 1,433 |
| 14 | gdrl | 1,032 |
| 15 | tutorials | 1,025 |
| 16 | makeMoE | 811 |
| 17 | stylegan-encoder | 747 |
| 18 | edward2 | 712 |
| 19 | mango | 418 |
| 20 | TorchDrift | 325 |
| 21 | seemore | 260 |
| 22 | conformal_classification | 256 |
| 23 | mnist1d | 253 |
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