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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-mlops

A curated list of references for MLOps

coursera-ml-andrewng-exercises

Codes from the Coursera ML Andrew Ng course

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

dataprep

Module and package for dataprep

docker-handbook-projects

Project codes used in "The Docker Handbook"

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

finalproject

genai

Repo about generative AI projects

interpret

Fit interpretable models. Explain blackbox machine learning.

interpretable-machine-learning-with-python

Interpretable Machine Learning with Python, published by Packt

kedro

kedro tests and repos

machine-learning-articles

List of interesting articles on different topics of machine learning and deep learning

modin

Modin: Speed up your Pandas workflows by changing a single line of code

projectf

Version Control with Git: week3

projecti

projectj

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

shap

A unified approach to explain the output of any machine learning model.

shap-hypetune

A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.

statistical_tests

Python class for multiple statistical tests

svd

Tests and implementations using Singular Value Decomposition (SVD)

thiagoclm

Config files for my GitHub profile.

thiagoclm.github.io

Personal website