Nishant Prabhu's repositories
JAX-boilerplate
Boilerplate code for training models on TPUs using JAX
Self-Attention-and-Convolutions
Unofficial Python implementation of: On the relationship between self-attention and convolutional layers
Ablation-CAM-Reproduction
Reproduction of Ablation-CAM, a technique to visualize and interpret features learnt by Convolutional Neural Networks (CNNs)
CS6910-Assignments
Solutions to assignments of CS6910 Fundamentals of Deep Learning, Summer 2020
Image-Captioning-with-PyTorch-and-Keras
Simple image captioning system for Flickr 8K dataset, built with PyTorch and Keras
The-Voice-Project
Files related to a speech analysis project.
CH5019-Project-Summer-2020
Code and other files related to term project for CH5019 Mathematical Foundations for Data Science.
Color-based-object-recognition
Object recognition attempts using color schemes in images
DeepFake-Detection
My solution for DL Hack 2021 Track 1 by Analytics Club, IITM. Network to detect images manipulated using deep learning.
House-Prices-Regression-Analytics-Club
House prices regression task for Driver Performance Analysis Project, Analytics Club
Image-Similarity-Challenge-2021
Our work for Image Similarity CHallenge 2021
Machine-Translation
Vanilla model for machine translation
NLP-Transformers
Some boilerplate code to train transformers for NLP tasks.
Paper-Abstract-Generation
[WIP] My solution for DL Hack 2021 Track 2 by Analytics Club, IITM. Network to generate abstracts for scientific papers given their title.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Residual-Weather-Forecasting
[WIP] An attempt to forecast weather using residual networks. Started for university course on Atmospheric Science for the term paper.
RL-Playground
Boilerplate code for experiments on common RL environments
RotNet-PyTorch
Unofficial PyTorch implementation of Unsupervised Representation Learning by Predicting Image Rotations
SAN
Exploring Self-attention for Image Recognition, CVPR2020.
Stock-Prediction-AI
Analytics Club project 2020.
Structural-Health-Monitoring-with-ML
Code for our project involving structural health monitoring with machine learning.
template
Template for article submission
Ubuntu-Setup-Scripts
Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!
Wav2Vec2-Speech-Recognition
Speech recognition experiments with Wav2Vec2