maxdl4phys's Projects
Source code for 3-Minute Data Science Videos
Cayman is a Jekyll theme for GitHub Pages
Run your own GPTChat Telegram bot
This repository contains everything you need to become proficient in Machine Learning
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
Python interactive dashboards for learning data science
Pytorch implementation for "Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion" (NeurIPS 2021)
Deep Learning Fundamentals -- Code material and exercises
Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (ICML 2022)
Public repository for the PC-JeDi project
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Core codebase for JetCLR, a high-energy-physics tool for the self-supervised contrastive learning of jet representations.
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Implementation of popular ML algorithms from scratch
Config files for my GitHub profile.
My project site
š Sharing course notes on all topics related to machine learning, NLP, and AI.
Risorse ML4school teacher training course
MLHEP'19 slides and notebooks
A message passing GAN architecture for generating particle clouds https://arxiv.org/abs/2106.11535
This repo covers the implementation for Labelling unlabelled videos from scratch with multi-modal self-supervision, which learns clusters from multi-modal data in a self-supervised way.
Understanding Deep Learning - Simon J.D. Prince
Source code for all the animations in my videos. Uses @3b1b's manim library