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1. active_ingredient_measure active_ingredient_measure Public

   This assignment seeks to use a regularized logistic regression model with L1 penalty function to predict the amount of active ingredient given the input NIR data. We then need to train and validate…

2. authorIdentification authorIdentification Public

   To identify author name from a few words of text using multiple machine learning, NLP and neural network models

   Mathematica 1

3. digit_classification2 digit_classification2 Public

   Identifying the best neural network for digit identification using sampling of multiple neural network architectures

   R

4. satellite_image_classification satellite_image_classification Public

   Satellite image classification using logistic regression and random forest to predict the classification of images. Followed by their comparison and performance of the best model on the data.

5. solar_system_count solar_system_count Public

   Comparison of multiple supervised machine learning algorithms such as Random forest, linear regression, multinomial regression, classification trees, bagging, boosting, SVM (state vector machine), …

   1

6. sports_activity_recognition sports_activity_recognition Public

   identification of sports data using multiple neural network architectures and CNN

   R