numpy-tutorial

Numpy is a general-purpose array-processing package. It provides a high-performance multidimensional array object and tools for working with these arrays. It is the fundamental package for scientific computing with Python. Besides its obvious scientific uses, Numpy can also be used as an efficient multi-dimensional container of generic data.

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UpdatedDec 9, 2022
Jupyter Notebook

rsokl /Learning_Python

Star170

Source material for Python Like You Mean it

python data-science tutorial numpy educational textbook python-tutorial numpy-tutorial

UpdatedOct 31, 2024
Jupyter Notebook

fotisk07 /Deep-Learning-Coursera

Star136

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

deep-neural-networks ai deep-learning neural-network tensorflow keras jupyter-notebook rnn matplotlib gradient-descent backpropagation-learning-algorithm music-generation backpropagation keras-neural-networks poetry-generator numpy-tutorial lstm-neural-networks cnn-for-visual-recognition deeplearning-ai cnn-classification

UpdatedSep 8, 2018
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detkov /Convolution-From-Scratch

Star56

Implementation of the generalized 2D convolution with dilation from scratch in Python and NumPy

numpy convolutional-layers convolution convolutional-neural-networks numpy-tutorial

UpdatedNov 28, 2020
Python

AyushExel /Neo

Star44

Deep learning library in python from scratch

machine-learning deep-learning neural-network numpy artificial-intelligence machine-learning-coursera deep-learning-tutorial numpy-tutorial machine-learning-tutorials numpy-neuralnet-exercise neural-network-builder neural-networks-from-scratch

UpdatedSep 8, 2022
Python

Akramz /grokking-deep-learning-notebooks

Star39

Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask

machine-learning deep-learning numpy artificial-intelligence lstm sgd neural-networks rnn backpropagation numpy-tutorial federated-learning forward-propagation

UpdatedFeb 19, 2024
Jupyter Notebook

aliarslanansari /Data-Science-Study

Star39

This repository contains jupyter notebook and other resources made by me during learning Data Science

python data-science data machine-learning numpy pandas data-visualization python3 artificial-intelligence datascience python-3 data-scientists data-science-portfolio numpy-tutorial data-science-challenges pandas-dataframes matplotlib-pyplot

UpdatedJun 10, 2020
Jupyter Notebook

treehouse-projects /python-intro-to-numpy

Star30

Cheat Sheet generated in the Introduction to NumPy course

python numpy python3 learn-to-code treehouse learn-by-doing numpy-tutorial treehouseproject numpy-arrays treehouse-tutorial

UpdatedAug 15, 2018
Jupyter Notebook

SforAiDl /Deep-Learning-TIP

Star26

deep-learning numpy-tutorial pandas-tutorial python3-tutorial

UpdatedJun 9, 2019
Jupyter Notebook

PhilipYip1988 /python-tutorials

Star24

Python tutorials in markdown format. These tutorials look at installation on Python and Python IDEs, object orientated programming, the object orientated design pattern known as the Python data model, the concept of inheritance and how the data model is extended for text, numeric and collection based builtins classes and the numeric Python stack.

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