sumedhachugh

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

BML_Project

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

DSA_udemy

codes taught in Data Structures and Algorithm course by Abdul Bari Sir @Udemy

ECG-DATA-COMPRESSION-USING-OPTIMUM-QMF-BANK

M.R.S.P Project Third sem.

ES_Project

ULTRASOUND IMAGING SYSTEM FOR DIAGNOSTIC APPLICATIONS

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

sumedhachugh/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

sumedhachugh/Long-Exposure-Time-Noise-in-Pinned-Photodiode-CMOS-Image-Sensors

DDV Project - Third sem

sumedhachugh/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

sumedhachugh/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

sumedhachugh/BML_Project

sumedhachugh/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

sumedhachugh/Classification-model-for-University-Admission-System-

Classification model for University Admission System

sumedhachugh/DSA_udemy

codes taught in Data Structures and Algorithm course by Abdul Bari Sir @Udemy

sumedhachugh/ECG-DATA-COMPRESSION-USING-OPTIMUM-QMF-BANK

M.R.S.P Project Third sem.

sumedhachugh/ES_Project

ULTRASOUND IMAGING SYSTEM FOR DIAGNOSTIC APPLICATIONS

sumedhachugh/Python_Abdul_Bari

Python-udemy

sumedhachugh/git_assignment_udacity

GitHub project (Project 3) repository for PDSND

sumedhachugh/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.

sumedhachugh/Linear-and-Logistic-Regression

Linear Regression and Logistic Regression using Scikit-learn and Python and Comparing their results

sumedhachugh/lithography_hotspot_detection

Lithography Hotspot detection using Deep Learning. Source code for the paper.

sumedhachugh/ML_iiit

Phishing Detection

sumedhachugh/Modeling-Uncertainty-Local-Explainability

Local explanations with uncertainty 💐!

sumedhachugh/PAMI_Lab

Pattern Analysis and Machine Learning Lab

sumedhachugh/PRML

PRML algorithms implemented in Python

sumedhachugh/pytorchlearning

sumedhachugh/Research_Methods_RM

RM-IIITD

sumedhachugh/shap

A game theoretic approach to explain the output of any machine learning model.

sumedhachugh/sumedhachugh

Config files for my GitHub profile.

sumedhachugh/TAIS

Trustworthy AI Systems Paper Presentation

sumedhachugh/text_generation

Notebooks to better understand text generation

sumedhachugh/VLSI_Project

Structured Analysis of high dimensional FMR model