Pinned Repositories
BDA_py_demos
Bayesian Data Analysis demos for Python
code
Example application code for the python architecture book
cpp-practice
Solutions in C++ to several "coding challenge" questions.
cpython
The Python programming language
cs329s
Lecture slides and course materials for Standford's CS 329S: Machine Learning Systems Design
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).
deep-learning
Notes and Jupyter Notebooks for Coursera's specialization in Deep Learning.
learning-theory
Lecture notes for Computational Leaning Theory (Penn CIS625).
sample-project
Template for data projects.
mcitoler's Repositories
mcitoler/cs329s
Lecture slides and course materials for Standford's CS 329S: Machine Learning Systems Design
mcitoler/learning-theory
Lecture notes for Computational Leaning Theory (Penn CIS625).
mcitoler/deep-learning
Notes and Jupyter Notebooks for Coursera's specialization in Deep Learning.
mcitoler/sample-project
Template for data projects.
mcitoler/BDA_py_demos
Bayesian Data Analysis demos for Python
mcitoler/code
Example application code for the python architecture book
mcitoler/cpp-practice
Solutions in C++ to several "coding challenge" questions.
mcitoler/cpython
The Python programming language
mcitoler/cython-helloworld
A few examples of how tu build Cyton extensions
mcitoler/data-structures-algorithms
Notes and C++ solutions for the specialization in Data Structures and Algorithms (Coursera).
mcitoler/dlaicourse
Notebooks for learning deep learning
mcitoler/docker-for-data-science-tutorial
Materials for "Docker for Data Science" tutorial presented at PyCon 2018 in Cleveland, OH
mcitoler/EPIJudge
EPI Judge - Preview Release
mcitoler/gitignore
A collection of useful .gitignore templates
mcitoler/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
mcitoler/machine-learning-systems-design
A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html
mcitoler/mcitoler.github.io
mcitoler/numba_tutorial_scipy2017
mcitoler/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 ;)
mcitoler/project-euler
Python solutions to problems from the Euler project.
mcitoler/PySCIPOpt
Python interface for the SCIP Optimization Suite
mcitoler/python-patterns
A collection of design patterns/idioms in Python
mcitoler/python-practice
Some problems from HackerRank labeled as "hard".
mcitoler/resources
PyMC3 educational resources
mcitoler/santander-2016
Kaggle competition about predicting customer satisfaction.
mcitoler/scikit-learn
scikit-learn: machine learning in Python
mcitoler/scipy-2017-cython-tutorial
Material for the SciPy 2017 Cython tutorial
mcitoler/talkvoter
Pycon 2018 Tutorial Codebase
mcitoler/vscode-dev-containers
A repository of development container definitions for the VS Code Remote - Containers extension and GitHub Codespaces