Sairam 's starred repositories
ml-engineering
Machine Learning Engineering Open Book
Walk-with-fastai-revisited
Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://store.walkwithfastai.com
stable-diffusion
A latent text-to-image diffusion model
fsdl-text-recognizer-2022-labs
Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022
manim-physics
Physics simulation plugin of Manim that can generate scenes in various branches of Physics.
best_AI_papers_2021
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
img2dataset
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
engineer-manager
A list of engineering manager resource links.
socceraction
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
football-data-scraper
Scrape publicly available football data and store in a MySQL database
cpp_deep_dive
Notes for C++ Deep Dive Course on Udemy by Abdul Bari.
datatableton
100 exercises to learn Python Datatable
Treasure-BSio
binarysearch.com related content, information, trivia, and many more things...
ML_Resources
GitHub Repo with various ML/AI/DS resources that I find useful
queensland-ai-fastai-course-resources
Resources (including recap slides and notebooks) to support the Queensland AI & Queensland AI Hub community fast.ai course.
imagededup
😎 Finding duplicate images made easy!
SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
ImplementingUsefulAlgorithms
Code from Implementing Useful Algorithms in C++ by Dmytro Kedyk
cpbook-code
CP4 Free Source Code Project (C++17, Java11, Python3 and OCaml)
learning-notes
Notes on books I read, talks I watch, articles I study, and papers I love
engineering-blogs
A curated list of engineering blogs