rohith-rongali Goto Github PK

alignment

analy

cs5691-pattern-recognition-and-machine-learning

Assignments for the course CS5691 Jan-May 2022

cs6700-rl

Individual assignments for the course CS6700 Jan-May 2022

cv-session

cvi-project-apps

daily-sessions

Daily Sessions to help students get started

dlgn

Deep Linearly Gated Networks

dt-data

ee5179-2023

ee5179-deep-learning-for-imaging

eigengame

eigenpro3

fastbook

The fastai book, published as Jupyter Notebooks

fir-filter-in-avr

5-tap and 32-tap FIR bandpass filter implemented on AVR atmega8

gridworld

hrl

humble-zebra

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

lottery-ticket-hypothesis

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.

miniproject-music-generation

Repository for Mini Project 1 conducted by Analytics Club, IITM

pfl-docvqa-competition

picorv32

PicoRV32 - A Size-Optimized RISC-V CPU

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

recursive_feature_machines

rtw88

simplicitybiaspitfalls

The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)

sparse_parities

spectralbias

Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).

summerschool-assignment

GitHub Repo for students to fork and create a pull request for the assignment for Summer School