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Milan McGraw's Projects

micrograd icon micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-foundations icon ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

ml-notebooks icon ml-notebooks

:fire: A series of code examples for all sorts of machine learning tasks and applications.

ml-visuals icon ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

ml-with-projects icon ml-with-projects

The notebooks for my ML with projects talk for the deeplearning.ai community

ml-workspace icon ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

ml-youtube-courses icon ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

ml_sklearn icon ml_sklearn

This a repository for ML for developers in sklearn course

mlbookcamp-code icon mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

mlflow icon mlflow

Open source platform for the machine learning lifecycle

mlo3 icon mlo3

MLOps Cohort 3 (March 2022)

msds621 icon msds621

Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning

nevergrad icon nevergrad

A Python toolbox for performing gradient-free optimization

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-recipes icon nlp-recipes

Natural Language Processing Best Practices & Examples

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