From Python To Numpy
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| From Python To Numpy | 1,958 | 2 months ago | 21 | other | Python | |||||
| An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017 | ||||||||||
| Pyloess | 54 | 2 months ago | 3 | mit | Jupyter Notebook | |||||
| A simple implementation of the LOESS algorithm using numpy | ||||||||||
| Dip In Python | 36 | 2 years ago | apache-2.0 | Python | ||||||
| Play around with Pixel in Python | ||||||||||
| Hypothesis Gufunc | 25 | 2 | 4 years ago | 5 | February 14, 2020 | 1 | apache-2.0 | Python | ||
| Extension to hypothesis for testing numpy general universal functions | ||||||||||
| Reach | 22 |  | 8 | 1 | 2 months ago | 37 | July 20, 2023 | mit | Python | |
| Load embeddings and featurize your sentences. | ||||||||||
| Pyml | 5 | 10 years ago | Python | |||||||
| MAchine Learning Algorithms from Professor Andrew Ng (Coursera, machine Learning online class) implemented in Python with numpy for vectorization | ||||||||||
| Sentiment Analysis Of Covid 19 Tweets | 3 | 4 months ago | apache-2.0 | Jupyter Notebook | ||||||
| Texts from twitter has been collected to decide the impact, it has been causing the public .We took a testing dataset and used neural network – Model training for testing the retrieved tweets and gain prediction of the sentiments from their tweets. | ||||||||||
| Numpycnn | 2 | 5 years ago | mit | Python | ||||||
| A simple vectorized implementation of a Convolutional Neural Network in plain Numpy && more | ||||||||||
| Movie_recommendation_system | 1 | 10 months ago | mit | Jupyter Notebook | ||||||
| The movies are recommended based on the content of the movie you entered or selected. The main parameters that are considered for the recommendations are the genre, director, and top 3 casts. The details of the movies, such as title, genre, runtime, rating, poster, casts, etc., are fetched from TMDB. | ||||||||||
| Linear Regression | 1 | 6 years ago | other | Python | ||||||
| Linear regression algorithm that converges using gradient descent built-in Python with Numpy module. | ||||||||||
From Python to Numpy
Copyright (c) 2017 Nicolas P. Rougier
License: Creative Commons Attribution 4.0 International (CC BY-NC-SA 4.0).
Website: http://www.labri.fr/perso/nrougier/from-python-to-numpy
There are already a fair number of books about NumPy (see bibliography) and a legitimate question is to wonder if another book is really necessary. As you may have guessed by reading these lines, my personal answer is yes, mostly because I think there is room for a different approach concentrating on the migration from Python to NumPy through vectorization. There are a lot of techniques that you don't find in books and such techniques are mostly learned through experience. The goal of this book is to explain some of these techniques and to provide an opportunity for making this experience in the process.
