mansi-k/ADSA_Assignment2

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Created almost 4 years ago
Updated almost 4 years ago

mansi-k/ADSA_Assignment2

mansi-k

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Implemented AVL tree as well as ordered and unordered hashmaps from scratch

Stutter-Therapy

Developed and trained Gated-CNN models to detect types of stutter in speech and SVM classifier to suggest new therapies to the user according to his stutter type and severity

Jupyter Notebook

Business_website

Website for a marketing company to showcase its products

Restaurant_IMS

A website for the restaurant to accept orders and manage its inventory

Basic_GANs

Implemented and experimented with GAN, Conditional GAN and Deep-Convolutional GAN on various datasets for comparison, learning and demonstration purposes

Jupyter Notebook

eps-pyweb

Developed a web-portal using Python (Flask) and MVC architecture to let exhibitors host exhibitions, request and manage participations from several businesses and manage visitor registrations. Designed the database schema and managed user searches and registrations using distributed database architecture.

LogisticReg

Implemented logistic regression from scratch to train on sign language digits dataset and titanic dataset using one-vs-one and one-vs-all algorithms

Jupyter Notebook

SiameseNet

Implemented and trained Siamese network for image classification using contrastive loss, triplet loss and regularized cross-entropy loss

Jupyter Notebook