nishantprabhu Goto Github PK

ablation-cam-reproduction

Reproduction of Ablation-CAM, a technique to visualize and interpret features learnt by Convolutional Neural Networks (CNNs)

astro-analytics-hackathon-2020

Solution files (jupyter notebooks) for IITM Techsoc Astro-Analytics Hackathon 2020, by team MechBoisDoingAnalytics (Nishant, Aaftab and Soumyadeep)

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

cs6910-assignments

Solutions to assignments of CS6910 Fundamentals of Deep Learning, Summer 2020

deepfake-detection

My solution for DL Hack 2021 Track 1 by Analytics Club, IITM. Network to detect images manipulated using deep learning.

face-synthesis-with-gans

flipr-hackathon-march-2020

My solution for Flipr Hackathon (Machine learning task) held in March 2020. Did not submit as I could not register in time.

house-prices-regression-analytics-club

House prices regression task for Driver Performance Analysis Project, Analytics Club

image-captioning-with-pytorch-and-keras

Simple image captioning system for Flickr 8K dataset, built with PyTorch and Keras

image-similarity-challenge-2021

Our work for Image Similarity CHallenge 2021

inverse-methods-for-heat-transfer-algorithms

Python implementations of various algorithms discussed in ME5110 Inverse Methods for Heat Transfer, Spring 2020 in the form of Jupyter notebooks.

janatahack-2020

Solution for JanataHack 2020 hosted by Analytics Vidhya on 22nd March, 2020.

jax-boilerplate

Boilerplate code for training models on TPUs using JAX

linear-regression-app-beta

Beta release of the linear regression app, less verbose and more customizable.

machine-translation

Vanilla model for machine translation

mnist-digits-dcgan

Implementation of Deep Convolutional Generative Adversarial Network (DCGAN) for generating MNIST handwritten digits. Implemented in Python using Tensorflow Keras.

ms4610-project-2019

Code files, reports, research papers and any other relevant material pertaining to MS4610 Introduction to Data Analytics project 2019, for group 12.

nishantprabhu.github.io

nlp-transformers

Some boilerplate code to train transformers for NLP tasks.

nonlinear-regression-app-alpha

Webapp for performing nonlinear regression through GNA or L-M Method. Made with Streamlit.

oh-my-dl

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.

scan-pytorch

self-attention-and-convolutions

Unofficial Python implementation of: On the relationship between self-attention and convolutional layers