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NumPy Fundamentals for Data Science and Machine Learning
In-depth interactive tutorial of NumPy fundamentals for data science & machine learning. From the ndarray object to applied linear algebra. Project is 70% ...
numpy python article code
Python Numpy Tutorial (with Jupyter and Colab)
A quick crash course on both the Python programming language and its use for scientific computing.
numpy python tutorial article
Einops
Flexible and powerful tensor operations for readable and reliable code. Supports numpy, pytorch, tensorflow, and others.
einops numpy pytorch tensorflow
NumExpr: Fast numerical expression evaluator for NumPy
Fast numerical array expression evaluator for Python, NumPy, PyTables, pandas, bcolz and more.
numpy pandas numexpr tutorial
CNNs from Scratch with NumPy
This is an attempt at implementing a Convolutional Neural Network using only Python and Numpy.
convolutional-neural-networks from-scratch lenet5 numpy
Dask
A flexible library for parallel computing in Python.
parallel-computing pandas numpy python
A Visual Intro to NumPy and Data Representation
Ways to use NumPy and how it can represent different types of data (tables, images, text…etc).
numpy illustrated tutorial article
Softbot design with WANNS
Soft robots are robots built from highly compliant materials, similar to those found in living organisms. This project explored CPPNs and WANNs to design ...
python reinforcement-learning numpy neuroevolution
Implementing Portrait Bokeh Mode using OpenCV and NumPy (Python)
Do you love the portrait mode in your smartphone? This code will help you do the same using OpenCV and NumPy! Detects the faces, asks if you want to blur ...
computer-vision opencv numpy python
Dive into Deep Learning
An interactive deep learning book with code, math, and discussions, based on the NumPy interface.
deep-learning numpy mxnet course
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