Manuel Martinez's repositories
stochatreat
This is a Python tool to employ stratified sampling or treatment randomization with uneven numbers in some strata using pandas. Mainly thought with RCTs in mind, it also works for any other scenario in where you would like to randomly allocate treatment within blocks or strata. The tool also supports having multiple treatments with different probability of assignment within each block or stratum.
coursera-adswp
Material for the Applied Machine Learning with Python Coursera specialization
analyticon23
Work done for Analyticon 2023
aws-cdk
The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code
coursera-effective-scala
Repository for work done on Coursera's [Effective Programming in Scala](https://www.coursera.org/learn/effective-scala) course.
coursera-math4ml
This repository has the material and code that I've used for the Coursera specialization: Mathematics for Machine Learning.
coursera-p4e
Material for the Python For Everybody Coursera specialization.
coursera-scala
Code for Coursera's Functional Programming in Scala Specialization
deep-learning-coursera
Deep Learning Specialization on Coursera by Andrew Ng
intro-to-stats-py
This repo will be my record keeping for working through the book An Introduction to Statistics with Python.
LibCST
A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree
manmartgarc.github.io
Public Personal Website
mypy
Optional static typing for Python
Plotly-Dashboards-with-Dash
This is the repo for the Udemy Course Python Dashboards with Plotly's Dash
pynuml
python package for preprocessing NuML HDF5 files into machine learning inputs
pytest-examples
Pytest plugin for testing examples in docstrings and markdown files.
python-tools
Random tools, poor implementations, etc.
ruff
An extremely fast Python linter, written in Rust.
s4ds
Practical Statistics for Data Science (O'Reilly)
schoolchoicemechanisms.github.io
Heterogeneous Beliefs and School Choice Mechanisms
sqlfluff
A modular SQL linter and auto-formatter with support for multiple dialects and templated code.