Divyansha's repositories
Text-classification-using-LDA-and-GCN
Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Created semantic rich features by using Text GCN and topic modeling based approach-LDA which are then fed into a novel classification model.
Movie-recommendation
Movie Recommendation using Matrix Factorisation, User based collaborative and Item based collaborative filtering
Patient-Case-Similarity
Calculation of Patient Similarity based on Patient Demographic and Case Details extracted from XML annotations, Electronic Health Record (EHR) Project for Grand Finale of Smart India Hackathon 2019 for the Problem statement by EzDI in which we made a system for assessment of similarity between patient using vector concatenation techniques and optimized WMD to foresee prognosis and hospitalization.
MFCC
Mel Frequency Cepstral Coefficients (MFCCs) are a feature widely used in automatic speech and speaker recognition. They were introduced by Davis and Mermelstein in the 1980s, and have been state-of-the-art ever since. In this project, we have implemented MFCC feature extraction in Matlab.
UNIX-Command-Line-Prediction
This repository provides an insight into ventures of framing an intelligent Command line interface (CLI) for UNIX Based Systems.
Graduate-Admission-Prediction
Predicted the chances of admission of a student given his/her scores information. The Dataset has been taken from Kaggle (https://www.kaggle.com/mohansacharya/graduate-admissions/home).
Research-Internships-for-Undergraduates
List of Research Internships for Undergraduate Students
text_classification
all kinds of text classification models and more with deep learning
100daysofcode
Me taking 100 days of code challenge :)
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
bert-multiclass
In this repository, I record the application of bert and bert multi-labels classification.
deepspeech.pytorch
Speech Recognition using DeepSpeech2.
FrozenLake-v0-Q-Learning
Implementation of Q-Learning for FrozenLake-v0
tonic
Tonic RL library
vq-vae-2-pytorch
Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch