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ignaciofreire's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

applied-ml icon applied-ml

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

awesome-conformal-prediction icon awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

code icon code

Config files for my GitHub profile.

courses icon courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

estadistica-con-r icon estadistica-con-r

Apuntes personales sobre estadística, machine learning y lenguaje de programación R

feature-store icon feature-store

Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.

made-with-ml icon made-with-ml

Learn how to design, develop, deploy and iterate on production-grade ML applications.

monitoring-ml icon monitoring-ml

Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.

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