Shamya

SuperGLU

Main Generalized Learning Utilities (GLU) library for communicating data between different learning technologies and intelligent systems

DeepLearningWorksheets

Experiments with Deep learning [fully connected, CNN, RNN, LSTM]

DeepSubredditSimulator

Deep Learning based Subreddit simulator

E2E-Pipeline-for-Predictive-Analytics

Illustrates an end to end pipeline used for solving general machine learning tasks

EmotionDetectionInteractionLogs

Sensor less emotion detection using student interaction logs

FleissKappa

Implementation of Fleiss' Kappa (Joseph L. Fleiss, Measuring Nominal Scale Agreement Among Many Raters, 1971.)

multiLingRep

NaturalLanguageProcessingWorksheets

Experiments with NLP [ngram, NB, HMM, Viterbi, Perceptron, Embeddings]

ProbabilisticGraphicalModelsWorksheets

Experiments with Probabilistic Graphical Models [BN, CRF, Monte Carlo, OCR]

ZebraSwish

Cross-platform tool for analyzing zebrafish swimming behavior

Shamya/FleissKappa

Implementation of Fleiss' Kappa (Joseph L. Fleiss, Measuring Nominal Scale Agreement Among Many Raters, 1971.)

Shamya/E2E-Pipeline-for-Predictive-Analytics

Illustrates an end to end pipeline used for solving general machine learning tasks

Shamya/multiLingRep

Shamya/DeepLearningWorksheets

Experiments with Deep learning [fully connected, CNN, RNN, LSTM]

Shamya/DeepSubredditSimulator

Deep Learning based Subreddit simulator

Shamya/EmotionDetectionInteractionLogs

Sensor less emotion detection using student interaction logs

Shamya/ProbabilisticGraphicalModelsWorksheets

Experiments with Probabilistic Graphical Models [BN, CRF, Monte Carlo, OCR]

Shamya/Quit-Prediction-Physics-Playground

Feature engineering and modeling scripts for quit prediction in a learning game called physics playground.

Shamya/NaturalLanguageProcessingWorksheets

Experiments with NLP [ngram, NB, HMM, Viterbi, Perceptron, Embeddings]

Shamya/ZebraSwish

Cross-platform tool for analyzing zebrafish swimming behavior

Shamya/caffe

Caffe: a fast open framework for deep learning.

Shamya/cswomenumass.github.io

Shamya/git

Scenario contribution for GIT Workshop

Shamya/HackTheNorth2016

Shamya/L-Statistic-for-Transition-Likelihood

This script calculates the average D'Mello's L for student affect transitions.

Shamya/MachineLearningExamples

Machine learning assignments in Linear Regression, Logistic Regression, Neural Networks, KNN, PCA, SVM and ML system design

Shamya/mathspring

mathspring bugs

Shamya/MVCExample

Exploring MVC architecture and the different design patterns facilitating it

Shamya/ObjectRecognition

Using Knn, decision tree, naive bayes, SVM and pre-trained (on imagenet data) Convolutional Neural Network for object recognition and image captioning

Shamya/RMDemogFairness

Data and code for fairness analysis of help-seeking and motivation behaviors in a math tutor

Shamya/SecureMobilePayment

Secure Payment via Mobile Phone

Shamya/shamya.github.io

Personal webpage

Shamya/shamyatest.github.io

code for my personal webpage at

Shamya/tech-skills-bootcamp

Website and Repository for the Technical Skills Workshop Bootcamp run by CSWomen