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Projects in Awesome Lists by FabrizioMusacchio

A curated list of projects in awesome lists by FabrizioMusacchio .

https://github.com/fabriziomusacchio/python_course

This is the course material for the introductory course into Python basics for Data Scientists.

jupyter jupyter-notebook python teaching teaching-materials

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/python_neuro_practical

This is the course material for the advanced course into Python for Data Scientists.

data-analysis data-science jupyter jupyter-notebook jupyter-notebooks open-source python teaching teaching-materials

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/devonthink_generate_markdown_toc

Generates a table of contents and Back-to-top links in DEVONthink's Markdown documents.

applescript devonthink markdown python table-of-contents table-of-contents-generator toc toc-generator

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/napari_bioimage_analysis

Image data and Python scripts for the course on Bioimage analysis with Napari

bioimage-analysis image-analysis image-processing napari neuroscience neuroscience-data sample-images

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/sir_model

This repository contains the code for the blog post on The SIR model: A mathematical approach to epidemic dynamics. For further details, please refer to this post.

python simulation sir-model

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/nest_tutorials

This is a collection of tutorials showing how to use the NEST Simulator.

computational-neuroscience nest nestsimulator python snn spiking-neural-networks

Last synced: 14 Nov 2024

https://github.com/fabriziomusacchio/dimensionality_reduction

Code used in blog post about dimensionality reduction using Python

autoencoder dimensionality-reduction factor-analysis latent-space latent-variables pca

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/roessler_attractor

Just a simple Python code example for simulating the trajectory of the Rössler attractor.

chaos chaos-theory dynamical-systems python python-tutorial rossler-attractor

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/wasserstein_gan

This repository contains the code for blog some posts on Wasserstein GANs

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/read_ibw_files

Example on how to read patch clamp recordings in WaveMetrics IGOR *.ibw files.

electrophysiological-data electrophysiology igor igor-pro neo python

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/zarr_tests

Python code that I used in my blog posts on the Zarr file format.

bioimage-analysis bioimaging microscopy-data microscopy-images ome ome-zarr omero python zarr

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/python_performance_tests

A collection of script for basic performance tests in Python.

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/wasserstein_distance_demo

This repository contains the code for some blog posts on the Wasserstein metric. For further details, please refer to the corresponding posts.

optimal-transport python wasserstein-distance

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/tkinter_gui_examples

This is just a brief collection of some Tkinter GUI examples.

python python-teach tkinter tkinter-graphic-interface tkinter-gui tkinter-python

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/orbit

This repository contains the code for the blog post on Runge-Kutta methods for solving ODEs. For further details, please refer to this post.

celestial-mechanics orbit orbital-mechanics python runge-kutta runge-kutta-4 runge-kutta-methods

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/bio_image_registration

Scripts for evaluating common Python image registration methods

histogram-matching image-processing image-registration python

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/matlab_workshop

Workshop for scientific programming and data analysis in MATLAB

matlab teaching teaching-materials workshop

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/ann_with_numpy

A how-to for building an artificial neural network from scratch using NumPy

ann artificial-neural-networks neural-network numpy

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/earth_magnetic_field

The code in this repository is modified after scipython.com. It plots Earth's dipolar magnetic field and was used in the blog post on Earth's dipolar magnetic field. For further details, please refer to this post.

dipole-field earth magnetic-field python

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/gradient_descent

This repository contains the code for the blog post on Understanding gradient descent in machine learning. For further details, please refer to this post.

animation gradient-descent machine-learning python simulation

Last synced: 13 Nov 2024

https://github.com/fabriziomusacchio/entropy

This repository contains the code for the blog post on Understanding entropy. For further details, please refer to this post.

entropy python

Last synced: 13 Nov 2024