Vighnesh Natarajan Ganesh's repositories
gan-from-scratch-only-numpy
This repo contains the code and explanation on how to write a GAN from scratch without using any ml libraries. -------------- Focus: GAN
News-writer
This contains a trigram and pentagram language model and compares their performance and drawbacks. ---------- Package used: NLTK
Trigger_word_detection
Trigger word ( like ok google / alexa / hey siri ) detection using Attention. ---------- focus: Speech Recognition
Automatically_emojify_your_sentences
ML sequence model to automatically add emoji to your sentence! ---------- focus: LSTM
GreScripts
This repo has the scripts that I used to aid my GRE Preparation
Hypothesis-Testing
Testing if "Towns with universities have their mean housing prices less effected by recessions" using real world data. ---------- Method used: t-testing
man-computer-programmer-woman-Homemaker-Debiasing
Is Man: Computer Programmer same as Woman: Homemaker? An unchecked Word embedding might say so. This repo deals with identifying and removing this sexist implication. ---------- focus: Word Vectors
Neural-Machine-Translation-with-Attention
focus: Attention model
Titanic-Machine-Learning-from-Disaster
Made a prediction model from the titanic dataset from kaggle also analyzed the different sizes of NN and the effect of dropout. ---------- model used: NN with dropout
WeatherBoy-Live_Weather_App
Mobile app that can deliver the live weather of more than 200,000 cities. API used: OpenWeatherMap, ---------- Focus: App Development
personal-website
personal-website
CS-224n
It contains the summaries and the most useful information from the Stanford course CS-224n about Natural Language Processing. ---------- Focus: NLP
djin-aging
The DJIN model of aging.
LeNet-5-implementation
A simple implementation of LeNet-5 on a fraction of the MNIST dataset from kaggle. ---------- Focus: tensorflow 2.x
my-first-blog
A simple website made using using HTML and CSS ---------- focus: intro to Web Development
NICE-GAN-pytorch
Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation
ParDepPlot.jl
It is a simple implementation of the PDP plot in julia for a multiclass classification problem
Playing-With-Pandas
This repo talks about the scale and renewability of the energy production of different countries and it's relation with the country's GDP and journal contributions. ---------- focus: Pandas
Pytorch_VehicleColorRecognition
vechile color recognition using pytorch