Sumedha Chugh's repositories
Lithography-Hotspot-Detection
Detected Hotspots in the Lithography process using Vision Transformers, Convolution Neural Networks and Artificial Neural Networks, and compared the results obtained using ANNs & CNNs
Long-Exposure-Time-Noise-in-Pinned-Photodiode-CMOS-Image-Sensors
DDV Project - Third sem
Neural-Language-Generated-Text
Generated pseudo text using LSTMs (Long Short Term Memory networks) and GPT-2, evaluated how close this machine-generated text is to human-generated text by checking if they follow statistical features followed by human-generated text such as Zipf’s and Heap’s Laws for Words
ANALYSIS-AND-CLASSIFICATION-OF-BIKESHARE-DATA
For bike-share system's dataset Explored Descriptive Statistics such as Popular times of travel, Popular stations and trip, Trip duration, User info counts etc. and Predicted if a user will but subscription or not using classifiers SVM, Gaussian NB, Random Forest and Decision Tree
Charity_ML-Project
Evaluated and optimized different supervised learners to determine an algorithm that provides high donation yield while also reducing overhead cost of sending mails for a fictitious charity organization CharityML
Classification-model-for-University-Admission-System-
Classification model for University Admission System
ECG-DATA-COMPRESSION-USING-OPTIMUM-QMF-BANK
M.R.S.P Project Third sem.
ES_Project
ULTRASOUND IMAGING SYSTEM FOR DIAGNOSTIC APPLICATIONS
Python_Abdul_Bari
Python-udemy
git_assignment_udacity
GitHub project (Project 3) repository for PDSND
Investigate-Sakila-DVD-rental-Database-
The Sakila database holds information about a company that rents movie DVDs. Investigated this database using SQL to find out about months with the maximum and minimum rental count, least and most rented category of films, etc.
Linear-and-Logistic-Regression
Linear Regression and Logistic Regression using Scikit-learn and Python and Comparing their results
lithography_hotspot_detection
Lithography Hotspot detection using Deep Learning. Source code for the paper.
ML_iiit
Phishing Detection
Modeling-Uncertainty-Local-Explainability
Local explanations with uncertainty 💐!
PRML
PRML algorithms implemented in Python
Research_Methods_RM
RM-IIITD
shap
A game theoretic approach to explain the output of any machine learning model.
sumedhachugh
Config files for my GitHub profile.
text_generation
Notebooks to better understand text generation
VLSI_Project
Structured Analysis of high dimensional FMR model