gauriprdhn Goto Github PK

ab-testing

Covering the practical implementation of A/B Testing using Jupyter Notebook (Python version).

anomalous-object-detection-using-perception-based-architecture

Computer Vision project for the Circular Hospitality

anomaly-detection-in-video-sequences

Term Project for Jianbo Shi's class CIS 680: Advanced Machine Perception

anomaly_detection

bert-embeddings-to-minimize-bias

Work for detecting toxicity across a diverse range of conversations

bug_reports

Code to report bugs on github

challenge--predicting-the-prices-of-used-cars

Solution to Imarticus Learning's Challenge focussing on predicting the price of the used cars up for sale

directional-pixel-detectors

Taking 25ns movies

flights-tickets-price-prediction

Solution to Predict The Flight Ticket Price Hackathon

githats

Example repository for the Git/GitHub HATS @ LPC

gmps-ai

hackerrank-solutions

This repository was created to provide possible solutions to HackerRank Practice and Contest Questions

hiring-without-whiteboards

⭐️ Companies that don't have a broken hiring process

inferring-emotions-in-audio-sequences

Emotion detection in audio files using an ensemble of neural networks and discerning it's utility with such inputs. I got inspired by the paper on 'Emotion Detection and Analysis on Social Media'

introduction-to-video-data-analysis-using-cnns

Includes python code to kick start the analysis of video data ( containing both temporal and spatial features) using Convolutional Neural Networks.

l1tmuonsimulations

lung-cancer-nodule-detection-using-low-memory-neural-networks

Term Project on LIDC (Lung Cancer CT Scan) dataset

nih-malaria-data-analysis

Keras- aided classification of parasititzed and uninfected microscopic images of blood smear slides.

optimization-for-cms-muon-trigger-nn

Package to optimize regression neural network via pruning and quantization. The model is used to predict track characterstics for CMS Muon L1 Trigger.

predicting_news_category_hackathon-rank--iv-

MachineHack Challenge to predict the category of news stories.

pretrained-nets

pruning-muon-sim-model

Pruning the current DNN for muon simulations to find a smaller substitute sub-network

pytorch_cmspepr

Testing git connect to local folder on Linux system

trackml

Using the data available at https://www.kaggle.com/c/trackml-particle-identification we are implementing graph neural networks (GNNs) to track and reconstruct the particle trajectory within the CERN's particle accelerator.

traditional-hangman

Design the traditional hangman game with java

understanding-markov-chains

Diving into the use and logic behind Markov Chains in Text Generation/ Pattern Recognition

visdial

Based on the Visual Dialog paper by GeorgiaTech, CMU, UCB and Virginia Tech. We used a list of embeddings (glove, bert) to assess their impact on predicted outputs/ dialogs