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Top 23 Jupyter Notebook Numpy Projects
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The linked Github seems to have the 2nd edition in the form of notebooks, https://github.com/jakevdp/PythonDataScienceHandbook/blob/ma..., under the Using Code Examples section, "attribution usually includes the title, author, publisher, and ISBN. For example: "Python Data Science Handbook, 2nd edition, by Jake VanderPlas (O’Reilly). Copyright 2023..." compared to the OP's link which has "The Python Data Science Handbook by Jake VanderPlas (O’Reilly). Copyright 2016..."
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numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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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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ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
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100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
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machine-learning-experiments
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
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ILearnDeepLearning.py
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
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tensor-sensor
The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.
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get-started-with-JAX
The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
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Quantum-Computing-Collection-Of-Resources
A Well Maintained Repository On Quantum Computing Resources [Code+Theory] Updated Regularly During My Time At IBM, Qubit x Qubit And The Coding School's Introduction To Quantum Computing Course '21
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Python-Roadmap
Python Roadmap. Learn Python programming as your first programming language. Python for Absolute Beginners, Non-Tech Professionals, 15+ Projects, 30 Topics, 500+ Practice Questions, with Data Structures & Algorithms
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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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Performance Analysis: Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis - star count:2892.0
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Performance Analysis: Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis - star count:2892.0
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Index
What are some of the best open-source Numpy projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | PythonDataScienceHandbook | 48,614 |
| 2 | numerical-linear-algebra | 10,932 |
| 3 | py | 7,319 |
| 4 | ta | 5,141 |
| 5 | machine_learning_complete | 5,020 |
| 6 | ML-foundations | 4,839 |
| 7 | jetson-containers | 4,831 |
| 8 | alphalens | 4,405 |
| 9 | Andrew-NG-Notes | 3,763 |
| 10 | 100-pandas-puzzles | 2,979 |
| 11 | machine-learning-experiments | 1,824 |
| 12 | ILearnDeepLearning.py | 1,409 |
| 13 | 100-days-of-code-python | 1,060 |
| 14 | gdrl | 1,032 |
| 15 | tensor-sensor | 805 |
| 16 | get-started-with-JAX | 783 |
| 17 | rethinking-numpyro | 473 |
| 18 | Quantum-Computing-Collection-Of-Resources | 444 |
| 19 | Python-Roadmap | 439 |
| 20 | psi4numpy | 399 |
| 21 | Numsca | 188 |
| 22 | r-place-blender | 172 |
| 23 | benford_py | 154 |
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