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numpy-tutorial

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Here are 231 public repositories matching this topic...

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codebasics / py

Star 7.4k

Repository to store sample python programs for python learning

python python-tutorials jupyter numpy pandas-dataframe jupyter-notebook pandas jupyter-notebooks python-tutorial numpy-tutorial pandas-tutorial numpy-arrays python-pandas jupyter-tutorial
  • Updated Jul 24, 2025
  • Jupyter Notebook
dsp-theory

hukenovs / dsp-theory

Star 1.3k

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

python lectures tutorial fpga dsp numpy fast-fourier-transform scipy convolution fft digital-signal-processing lessons fir numpy-tutorial finite-impulse-response
  • Updated Apr 21, 2026
  • Jupyter Notebook

mimoralea / gdrl

Star 1.1k

Grokking Deep Reinforcement Learning

docker machine-learning reinforcement-learning deep-learning algorithms gpu numpy deep-reinforcement-learning pytorch artificial-intelligence neural-networks nvidia-docker numpy-tutorial pytorch-tutorials
  • Updated Feb 4, 2022
  • Jupyter Notebook

jayleicn / scipy-lecture-notes-zh-CN

Star 414

中文版scipy-lecture-notes. 网站下线, 以离线HTML的形式继续更新, 见release.

python scipy matplotlib numpy-tutorial
  • Updated Mar 28, 2017
  • Python

milaan9 / 09_Python_NumPy_Module

Star 241

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.

python-tutorials numpy ipython-notebook array-methods numpy-tutorial array-manipulations python4beginner numpy-exercises numpy-arrays array-indexing numpy-matrix python-tutorial-notebook python-tutor python4everybody python-tutorial-github python4datascience numpy-exercise-solutions array-math array-reorganizing tutor-milaan9
  • Updated Dec 9, 2022
  • Jupyter Notebook

rsokl / Learning_Python

Star 173

Source material for Python Like You Mean it

python data-science tutorial numpy educational textbook python-tutorial numpy-tutorial
  • Updated Oct 31, 2024
  • Jupyter Notebook

fotisk07 / Deep-Learning-Coursera

Star 137

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
  • Updated Sep 8, 2018
  • Jupyter Notebook

detkov / Convolution-From-Scratch

Star 62

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

numpy convolutional-layers convolution convolutional-neural-networks numpy-tutorial
  • Updated Nov 28, 2020
  • Python

jonatanGD / Jupyter-Notebook-Notes

Star 53

Best Jupyter Notebook Cheat Sheets and Training Docs for Developers 2026

python training numpy python3 python-3 trainer training-materials training-labs numpy-tutorial numpy-exercises training-module trainings
  • Updated Nov 12, 2026
  • HTML

AyushExel / Neo

Star 44

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
  • Updated Sep 8, 2022
  • Python

aliarslanansari / Data-Science-Study

Star 43

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
  • Updated Jun 10, 2020
  • Jupyter Notebook

Akramz / grokking-deep-learning-notebooks

Star 39

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
  • Updated Feb 19, 2024
  • Jupyter Notebook

treehouse-projects / python-intro-to-numpy

Star 30

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
  • Updated Aug 15, 2018
  • Jupyter Notebook

eric496 / numpy-tutorial

Star 30

A Numpy Tutorial for Beginners

python numpy ipython-notebook python3 numpy-tutorial
  • Updated Nov 2, 2026
  • Jupyter Notebook

SforAiDl / Deep-Learning-TIP

Star 26
deep-learning numpy-tutorial pandas-tutorial python3-tutorial
  • Updated Jun 9, 2019
  • Jupyter Notebook

gjbex / Scientific-Python

Star 24

Repository for participants of the "Scientific Python" training

visualization python training opencv numpy scientific-visualization scientific-computing hdf5 scipy matplotlib numpy-tutorial holoviews matplotlib-tutorial python-training scipy-tutorial sympy-tutorial
  • Updated Nov 6, 2026
  • Jupyter Notebook

kmario23 / Introduction-to-NumPy-Matplotlib-TensorFlow

Star 23

NumPy fundamentals for tensor computation; Matplotlib for data visualization

numpy linear-algebra data-visualization ndarray matplotlib tensor numpy-tutorial numpy-exercises matplotlib-tutorial matplotlib-pyplot
  • Updated Nov 3, 2018
  • Jupyter Notebook

PoLun-Wang / Learn_NumPy

Star 18

We design this course with 9 lessons to help beginners can quickly understand and utilize this useful library.

machine-learning tutorial numpy python3 ipynb lessons numpy-tutorial
  • Updated Sep 27, 2019
  • Jupyter Notebook

RohitMidha23 / Explained

Star 17

Basics of ML libraries Explained through Jupyter Notebooks

community education tutorial python-library jupyter-notebook data-visualization python3 numpy-tutorial tutorial-code pandas-tutorial explanatory-data-analysis
  • Updated May 17, 2020
  • Jupyter Notebook

kgdunn / python-basic-notebooks

Star 17

Basic Python learning - notebooks

python learning numpy-tutorial mastering-python pandas-tutorial
  • Updated Nov 10, 2021
  • Jupyter Notebook

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