Ashwin Sankar's Projects
A simple portfolio Jekyll theme:
A repository of links with advice related to grad school applications, research, phd etc
Minimal examples of data structures and algorithms in Python
Weapons to wield sound
A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.
An application to automatically switch off PCs after being idle for long
A collection of resources and papers on Diffusion Models
TorchCFM: a Conditional Flow Matching library
Part 3 of CS6910 Assignments
Assignments and Projects for CS6910 by Prof. Mitesh Khapra
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Double DQN using function approximation
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Various algorithms implemented with CLI for easier training and testing purposes
Official Pytorch Implementation of "Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation"
Deep Learning Fundamentals -- Code material and exercises
Dueling Double Q Networks
Dueling Networks architecture combining the Advantage function with DQN
State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.
Reusable utilities for FastAPI
First Flutter Assignment in Udemy
Various approaches to solving Frozen Lake
starter from "How to Train a GAN?" at NIPS2016
create repo w/o hassle, both locally and in github. Let the module create it for you