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A latent text-to-image diffusion model
Python Data Science Handbook: full text in Jupyter Notebooks
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Companion webpage to the book "Mathematics For Machine Learning"
The "Python Machine Learning (1st edition)" book code repository and info resource
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
Simple tutorials using Google's TensorFlow Framework
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Open Content for self-directed learning in data science
A python tutorial on bayesian modeling techniques (PyMC3)
An interactive data visualization tool which brings matplotlib graphics to the browser using D3.
Handout for the tutorial "Creating publication-quality figures with matplotlib"
Quilt is a data mesh for connecting people with actionable data
[DEPRECATED] See the new edition:
A template for small scientific python projects
The Python library to create stand-alone and interactive d3 charts.
Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics
A Python package for exploring and analysing genetic variation data
Software for the visualization of sequence-function relationships
Sequana: a set of Snakemake NGS pipelines
All codes from the DataWhatNow blog.
Public data for the book Python for Bioinformatics
A Python library to visualize and analyze long-read transcriptomes
A novel management, annotation, and machine learning framework for analyzing cancer mutations