keshavbhandari

Electra-With-Compositional-Embeddings

A custom Tensorflow implementation of Google's Electra NLP model with compositional embeddings using complementary partitions

Next-Basket-Recommendations

This repository contains my research work on building the state of the art next basket recommendations using techniques such as Autoencoders, TF-IDF, Attention based BI-LSTM and Transformer Networks

ElectraReformer

A module that combines the power of Reformer/FastFormer, Electra and memory efficient compositional embeddings

Predicting-Customer-Return

Objective: Predicting whether the customer will return or not in the next month. Techniques used: XGBoost, logistic regression, attention based LSTM neural network, self attention based transformer neural network

Text-Summarization-With-Attention

Encoder-Decoder LSTM Based Seq2Seq Models

Unsupervised-Learning-With-Glove-Word-Embeddings-on-Search-Queries

Clustering search engine queries for the Google Merchandise Store with Stanford's Glove embeddings and K-means algorithm in Python

Audio-Processing

Audio Processing, sound classification, etc.

Audioneme

AI model for speech disorder detection

Gredel

Automated R-Shiny based UI platform to create and deploy a XGBoost model on ANY dataset. Additionally it also includes black box interpretation techniques such as PDP, ALE Plots, permutation importance.

Multi-Armed-Bandits

This repository contains the presentation materials from my talk on multi-armed bandits, reinforcement learning and the bayesian vs frequentist view

Stock-Market-Prediction

Web Scraping moneycontrol.com comments and BSE data with Selenium & Beautiful Soup, Sentiment Analysis & Machine Learning/Deep Learning to next day stock closing price

adv_audio_intro

apriori-with-google-analytics-data

Market Basket Analysis With Google Analytics: Getting Recommender Insights with Association Rules in R

Audiomer-PyTorch

A Convolutional Transformer for Keyword Spotting (AAAI 2022 DSTC Workshop)

AudioSignalProcessingForML

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

Deep-Learning-Projects

Includes my deep learning concepts and scripts

Deep-Q-Learning-Paper-To-Code

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

genetic-algo-theme-variation

This repository implements a Genetic Algorithm for generating variations on a theme in the symbolic domain

keshavbhandari.github.io

My academic website

Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

midi_melody_extraction

MusicGeneticAlgorithm

A genetic algorithm that generates melodies in a user-defined key and of a user-defined tempo

NLP_HW2

POP909-Dataset

This is the dataset repository for the paper: POP909: A Pop-song Dataset for Music Arrangement Generation

Recommendation_Engine_Projects

This repository includes all my recommendation engine related projects such as collaborative filtering, deep learning, sparse linear model implementation, etc.

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

Speech-enhancement

Deep learning for audio denoising

ThemeTransformer

The official implementation of Theme Transformer. A Theme-based music generation. IEEE TMM

yinyang