Vaibhav Arora's Projects
A pySimpleGUI based chat simulation that "creates" artwork
My personal blog
This repo contains the MATLAB code for component sizing of a battery electric vehicle (BEV) powertrain. This involves sizing the motor to meet the power requirements and sizing the battery capacity for range requirement which fulfills the battery power requirement. See Report.pdf
credits: https://github.com/pytorch/examples/tree/main/cpp/mnist
Pytorch Lightning code guideline for conferences
Deep Pollination challenge with raw images as the dataset
Repository for generating arts using modern algorithms such as deep convolutional generative nets or conv. variational autoencoders where data/images to be learned is scraped from wikiart.org
This repository contains implementations and illustrative code to accompany DeepMind publications
DETR for scene text detection
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
Saving embeddings here for tensorflow_embeddings
This repo contains a Matlab code based 2-zone model of a naturally aspirated engine
Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
An implementation MATLAB based GUI, to automate the process of exporting vehicle CAN data from log files through CANoe API to plot and compare to simulated data from vehicle plant model in Simulink using Matlab.
This repo contains the relevant MATLAB code to model and design powertrain for a PHEV and to that extent; it involves finding the power required and energy consumption for a glider vehicle, a conventional vehicle and a full electric vehicle and sizing components optimally. Components like engine, motor, battery pack are modelled individually then combined together as a complete powertrain.
Contains relevant tutorials and literature on the on-going project of Platoon Formation
QLoRA: Efficient Finetuning of Quantized LLMs
This repo serves to contain many of the project reports which are self-contained without code
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
This repository contains demos I made with the Transformers library by HuggingFace.
This repository contains a single node neural network model from scratch and some TensorFlow based models of varying complexity to perform indoor localization using the UJIIndoorLoc dataset.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
For automated creation of dataset of various scenarios in CARLA towards explainability in Reinforcement Learning in AVs.