Khyati Mahendru's repositories
EigenfacesWithSVD
Facial Recognition on 'Labelled Faces in the Wild Dataset' using the concept of Eigenfaces. I have used Singular Value Decomposition to obtain the eigenfaces used.
Dimensionality-Reduction
This is an implementation of 3 dimensionality reduction techniques - PCA, SVD, and tSNE for visualization of high dimensional data in 2D and 3D.
HappinessIndexAnalysis
Project for Econometrics (5th semester)
MusicGenreClassification
Project for Pattern Recognition in 6th semester
StockPricePrediction
Project for Artificial Intelligence in 6th semester
Applications-Linear-Algebra
Linear Algebra is very close to my heart. In this project, I explored various applications of Linear Algebra in Data Science to encourage more people to develop an interest in this subject.
articlesPublished
A collection of all the articles written by me
get_Art_Galleries_Places_API
This script was developed by me for my Data Analytics Internship at CSIR-CDRI from December 2017 to July 2018.
object-localization
Object localization in images using simple CNNs and Keras
PCA-on-MNIST
This notebook was developed for my internship at Analytics Vidhya as a part of the study material for their course on Applied Machine Learning in the Advanced Dimensionality Reduction module.
RWHOptimiser
RWH optimisation using advanced OR techniques. Project built during national finals of Smart India Hackathon 2019. Team Six Nearest Neighbors. For AM2, Goldman Sachs.
Balancing-data-SMOTE
In this project, I have worked on the problem of Credit Card Fraud Detection. The data is highly imbalanced with the positive class (fraud) accounting merely for 0.172% of the data. In classification problem balancing your data is extremely important. Here I have described how accuracy should not be the only criteria to judge model performance.
economics-project
This report was developed as project for course HU-202 Economics in our fourth semester.
graduation
$ git remote <graduation> yearbook
Learning-Image-Segmentation
An image is a collection or set of different pixels. We group together the pixels that have similar attributes using image segmentation.
NamedEntityRecognition
NER using LSTMs with Keras, guided project on Coursera