hizvi/researchML

Stuff related to IIT ML lab research; includes codes, readings, anything relevant

researchML

This repo contains stuff related to my work/study as an undergraduate research assistant at the IIT Machine Learning lab research. Includes codes, readings, and anything relevant, etc

Contents

• /edu
  • models/
    • Dense.ipynb : Fully connected Dense layers KERAS
    • CNN.ipynb : Convolution on text KERAS.
  • LSTM.ipynb : LSTM on edus KERAS.
  • Bi-LSTM.ipynb : Bi-LSTM on edus KERAS.
    • mnbayes.ipynb : Multinomial Naive Bayes classification
    • logreg.ipynb : Logistic Regression classification
    • svm.ipynb : SVM classification
    • keras.ipynb : keras deep learning on EDUs
    • process_edus.py : handle data loading and prep
  • active_learning/
    • run_labelling.ipynb : labeling bed
    • label.py : handles labeling
    • sampler.py : sampler definitions
    • convert.ipynb : convert old algo file format to newer
  • sample_labelling.ipynb : old labelling
  • UnlabeledEDUs.txt
  • LabeledEDUs.txt
• /imdb
  • keras.ipynb : testing out different keras models
  • get_imdb.py : code for loading imdb text and vectorizing it
• READINGS.md : includes readings I have encountered along the way (empty atm)
• playground.ipynb : place to play around with different functions/syntax/models