Wojtek Zubera's repositories
bayesian-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
ClassicComputerScienceProblemsInPython
Source Code for the Book Classic Computer Science Problems in Python
Data-science
Collection of useful data science topics along with code and articles
dotfiles
:wrench: macOS dotfiles for Python developers.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
hydra
Hydra is a framework for elegantly configuring complex applications
just-pandas-things
An ongoing list of pandas quirks
Machine-Learning-for-Time-Series-with-Python
Machine Learning for Time-Series with Python.Published by Packt
MadeWithML
Learn how to responsibly deliver value with ML.
markdown-cv
a simple template to write your CV in a readable markdown file and use CSS to publish/print it.
materials
Bonus materials, exercises, and example projects for our Python tutorials
MLOps
A project-based course on the foundations of MLOps with a focus on intuition and application.
mlops-python-package
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
MLOpsPython
MLOps using Azure ML Services and Azure DevOps
nbdev
Create delightful python projects using Jupyter Notebooks
numerical-linear-algebra-v2
Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program
openturns
Uncertainty treatment library
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
pygpc
A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method
python_blogposts
Blog posts I've created about python, pandas, and related topics as a series of notebooks.
spark-delta-lake-workshop
Spark and Delta Lake Workshop
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.