yashsmehta/yashsmehta.github.io

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yashsmehta/yashsmehta.github.io

yashsmehta

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Personal webpage of the one and only, legendary procrastinator, Herr. Yash Mehta.

personality-prediction

Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including the Essays dataset (Big-Five)

mysqldump-to-csv

Python script to convert .sql dump to CSV format

MetaLearnPlasticity

Efficient meta learning of synaptic plasticity from experimental data using artificial neural network models

named-entity-normalization

Using a combination of language models and web scraping for a robust named entity normalization engine to create a hierarchical graph data-structure.

helmholtz-machine

tensorflow implementation of the helmholtz machine, trained with the wake-sleep algorithm on MNIST with discrete stochastic network with Bernoulli variables.

yashsmehta

nas

multiagent neural architecture search evaluated on the Google nasbench-101

Jupyter Notebook

perturbations

This repo is the implementation of perturbation based algorithms for training neural networks - we evaluate the scalability of node perturbation with network width and depth on modern datasets such as MNIST, CIFAR, etc.

Jupyter Notebook

XOR-jax

Simple toy neural networks in JAX solving XOR

transformers-playground

Repo for playing around with transformer architectures and trying out simple experiments

svhn

This repository contains the code (written in tf) which trains a basic 2 hidden layer MLP on the svhn dataset.

Jupyter Notebook