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1. nonlinear_activations nonlinear_activations Public

   Empirical study of the effects of nonlinearity in activation functions on the performance of shallow neural networks and deep learning models

   Jupyter Notebook 1

2. FrictionLearner FrictionLearner Public

   Learn the friction of a non-trivial damping pendulum with hinge friction using Neural Networks (insight from Universal Differential Equations (UDE))

   Julia

3. AI-DogBreedPredictApp-CNN AI-DogBreedPredictApp-CNN Public

   Predicting dog breeds - Artificial Intelligence | Image Recognition with CNN

   Jupyter Notebook

4. BinomialEffCorr BinomialEffCorr Public

   Efficiency correction assuming the availability (probability of observing a particle) to be a binomial distribution, As explained in : (arXiv:1702.07106v3[physics.data-an] 10 Jun 2017)

   C++

5. cumulants_calc cumulants_calc Public

   net-Lambda: Cumulant calculation | Efficiency correction | CBWC | Statistical error estimation | Plotting. Reference: 1). arXiv:1701.02105v1 [nucl-ex] 9 Jan 2017

   C++

6. IMDb_Yelp_Amazon_review_analysis IMDb_Yelp_Amazon_review_analysis Public

   Reviews from three companies (IMDb, Yelp and Amazon) are used to train models and predict their labels (good or bad). Models are trained and tested with different combinations of data (as explained…

   Jupyter Notebook