SumMuk's repositories
algorithms
This repo will contain all the codes and materials used in my computer science youtube channel https://www.youtube.com/channel/UC7J8myLv3tPabjeocxKQQKw
cs771
CS 771A: Introduction to Machine Learning, IIT Kanpur, 2022-23-autumn offering
fa22
fa22 public facing repo
Fantasy-NHML
A machine learning based fantasy hockey draft helper.
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
handson_reservoir
Repository for paper "Hands-on reservoir computing" (NCE, 2022)
Intro_to_ESN
This repository includes a simple implementation of Echo State Networks (ESNs)
learn
Neuro-symbolic interpretation learning (mostly just language-learning, for now)
lorenzpy
A Python package to simulate and measure chaotic dynamical systems.
Machine-Learning-From-Scratch
Implementation of popular ML algorithms from scratch
machine_learning_basics
Plain python implementations of basic machine learning algorithms
ml2024
ES 335 Machine Learning Course at IIT Gandhinagar
ml_course
Material for the Technion's course in machine learning (046195)
MML-Book
Code / solutions for Mathematics for Machine Learning (MML Book)
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
nilmtk
Non-Intrusive Load Monitoring Toolkit (nilmtk)
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
pml2023
Probabilistic ML course 2023
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
shift-happens
Research code for ML with distribution shift
slearn
Symbolic sequence learning package
StatProofBook.github.io
The Book of Statistical Proofs
StatswithPython
JupyterNotebooksforDASTATS
tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
youtube-tutorials
Companion code for tutorials on the AssemblyAI YouTube channel