Asmita Poddar (@asmitapoddar)
github

asmitapoddar

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Top repositories

1

nowplaying-RS-Music-Reco-FM

#nowplaying-RS: Music Recommendation using Factorization Machines
R
27
star
2

uncertainty-estimation-DiabeticRetinopathy

Estimating uncertainty of neural networks for automated screening of Diabetic Retinopathy using the PyTorch framework. Generated visual explanation of the deep learning system to convey the pixels in the image that influences its decision Integrated Gradient method.
Python
20
star
3

Deep-Learning-DNA-Sequences

Deep learning for identifying important motifs in DNA sequences. Exploration of the structure of the human genome by training neural network architectures (CNN, LSTM, Attention).
Python
19
star
4

question-answering-SQuAD2.0-dcn

Implementation of a Dynamic Coattention Network proposed by Xiong et al.(2017) for Question Answering, learning to find answers spans in a document, given a question, using the Stanford Question Answering Dataset (SQuAD2.0).
Python
8
star
5

Reversible-digtal-watermarking

Coded in C++ using OpenCV to achieve colour space transformation from RGB to YCoCg in order to increase embedding capacity, and then watermark extraction, so that both watermark and cover medium remain unchanged.
C++
5
star
6

kaggle-electricity-prediction-eeml2019

Data Analysis of Electricity Production and Consumption data of Romania over 9 years as a part of the EEML 2019 Data Analysis Challenge for Artificial Intelligence for Social Good
Jupyter Notebook
4
star
7

Time-Series-Analysis

Time Series Analsyis of Wireless Network Parameters using ARIMA model
Python
3
star
8

Festival-Management-System

Festival Management
PHP
3
star
9

Clinical-Named-Entity-Recognition-for-EHR

Clinical Named Entity Recognition for EHR
Python
3
star
10

Text-deblurring-using-CNN

Deblurring a text image using Convolutional Neural Networks
MATLAB
3
star
11

BayesSentinel

Creating package for simulation and classification of multi-dimensional spectroscopic data taken from Sentinel-2 satellite covering the area of France
R
2
star
12

Twitter-Crawling-and-Visualization

Crawler to retrieve and visualize user profiles based on gathered statistics
R
1
star
13

Time-Based-Activity-Recommender-System

Python
1
star
14

Autoencoder-ATLAS

Autoencoder-ATLAS: codes for implementation of autoencoder-decoder network to compress the data from the ATLAS experiments from 4 to 3 variables, and reconstruct the compressed data.
Jupyter Notebook
1
star