Pinned Repositories
ADSA_Assignment2
Implemented AVL tree as well as ordered and unordered hashmaps from scratch
Basic_GANs
Implemented and experimented with GAN, Conditional GAN and Deep-Convolutional GAN on various datasets for comparison, learning and demonstration purposes
Business_website
Website for a marketing company to showcase its products
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.
Linux_TerminalFileExplorer
Developed a program that displays the file system on the terminal and helps users navigate through it using special keys, open files and execute basic file commands
Mini_Torrent
Developed a terminal based file sharing system where users can form groups and can share and download files parallelly with multiple pieces from multiple peers
Restaurant_IMS
A website for the restaurant to accept orders and manage its inventory
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
VLab_Req_Engg
A virtual lab for students to learn requirements engineering in a practical way
codingskool
hackathon 2017
mansi-k's Repositories
mansi-k/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
mansi-k/Basic_GANs
Implemented and experimented with GAN, Conditional GAN and Deep-Convolutional GAN on various datasets for comparison, learning and demonstration purposes
mansi-k/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
mansi-k/SiameseNet
Implemented and trained Siamese network for image classification using contrastive loss, triplet loss and regularized cross-entropy loss
mansi-k/AOS_reports
Reports on various topics in Advanced Operating Systems
mansi-k/AutoEncoder
Implemented and trained an Auto-encoder to reconstruct images, compared them with images reconstructed using PCA and conducted various experiments using PyTorch
mansi-k/BackPropagation
Implemented back-propagation algorithm on a neural network from scratch using Tanh and ReLU derivatives and performed experiments for learning purpose
mansi-k/clothing_recommender
mansi-k/CNN_classifier
Implemented and trained CNN using PyTorch, to classify images and performed transfer learning using VGG16
mansi-k/DSA_Programs
mansi-k/earthquake_prediction
mansi-k/ETL_training_ppts
mansi-k/exp_supervisely_app
mansi-k/FIFA_Clustering
Performed KMeans, Agglomerative, Divisive, DBSCAN clustering on FIFA dataset along with outlier detection and cluster analysis
mansi-k/GradientDescent
Implemented gradient descent algorithm and its variants from scratch and visualized their results by training models, for comparison and learning purposes
mansi-k/KMeans_on_imgs
Implemented KMeans from scratch and trained it on Fashion-MNIST dataset by experimenting with initializaion methods like forgy, random partitions, kmeans++ and found the optimal number of clusters by implementing elbow & silhouette algorithms from scratch
mansi-k/LA_report
A comprehensive report on applications of sparse matrices and various operations performed on them to explore and analyze social networks
mansi-k/mansikhamkar
IIITH - SSD Assignment 2 - Portfolio webpage
mansi-k/MLP_classifier
Implemented a fully functioning Multi-Layer-Perceptron classifier for image classification and conducted various experiments using PyTorch
mansi-k/module-upscaler
mansi-k/module_trial
mansi-k/multiway2P_mergesort
Implemented the two-phase merge sort algorithm to sort a large number of records
mansi-k/PHP_workshop
Simple PHP webpages created for teaching purposes
mansi-k/PySpark_MapReduce
Implemented programs for searching in a dataset using Spark architecture to enable distributed search
mansi-k/RNN_LSTM
Implemented RNN and LSTM networks using PyTorch and trained them to classify numerical sequences to compare and analyze their performance on detecting long term dependencies and temporal order in the input sequences
mansi-k/Social-Champ
Performed data retrieval from Facebook and Twitter feeds. Filtered and ranked social influencers, considering various aspects, who could help in promoting NGOs.
mansi-k/SortMerge_Join
Implemented the two-phase merge sort algorithm to sort and then join 2 large SQL relations
mansi-k/topical_chat_tasks
mansi-k/wikipedia_search_engine
mansi-k/word2vec