Martin Citoler's repositories
learning-theory
Lecture notes for Computational Leaning Theory (Penn CIS625).
deep-learning
Notes and Jupyter Notebooks for Coursera's specialization in Deep Learning.
sample-project
Template for data projects.
BDA_py_demos
Bayesian Data Analysis demos for Python
cpp-practice
Solutions in C++ to several "coding challenge" questions.
cpython
The Python programming language
cython-helloworld
A few examples of how tu build Cyton extensions
data-structures-algorithms
Notes and C++ solutions for the specialization in Data Structures and Algorithms (Coursera).
dlaicourse
Notebooks for learning deep learning
docker-for-data-science-tutorial
Materials for "Docker for Data Science" tutorial presented at PyCon 2018 in Cleveland, OH
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
machine-learning-systems-design
A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html
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 ;)
project-euler
Python solutions to problems from the Euler project.
python-patterns
A collection of design patterns/idioms in Python
python-practice
Some problems from HackerRank labeled as "hard".
santander-2016
Kaggle competition about predicting customer satisfaction.
scikit-learn
scikit-learn: machine learning in Python
scipy-2017-cython-tutorial
Material for the SciPy 2017 Cython tutorial
talkvoter
Pycon 2018 Tutorial Codebase
vscode-dev-containers
A repository of development container definitions for the VS Code Remote - Containers extension and GitHub Codespaces