Pinned Loading

1. TDSE-PINN TDSE-PINN Public

   Exploring new trendencies in numerical optimization applied on PINNs. An example with the nonlinear TDSE.

   Jupyter Notebook

2. SINBA-ResNet SINBA-ResNet Public

   SINBA (SIgnal aNd BAckground) is a program which helps to find hyperparameters for a ResNet like ANN that classifies signal and noise particle collisions events simulated with Delphes. The program …

   Python

3. Face-Recognition Face-Recognition Public

   This is a Conv2D model based on MobileNetV2 to first create a facial attribute clasificator which then was used as a pretrained model for a face recognition code. It has an accuracy of ~85% (using …

   Jupyter Notebook 1

4. Muon-M3 Muon-M3 Public

   Here I present a code to implement the new Google Research's proposed optimizator Multi-Scale Momentum Muon (M3) which goal is to support the effectiveness of continuum Memory System in optimizers.…

   Python 1

5. Plant-Pathology-Classificator Plant-Pathology-Classificator Public

   These are two CNN models trained to classificate images from a dataset with different diseased and healthy leaves. One is a usual Conv2D (88.27% acc) and the other is based in a ResNet101 pretained…

   Jupyter Notebook

6. Functions-ODE-CustomLayers Functions-ODE-CustomLayers Public

   These are a serie of codes which were used to practice the creation of custom layers using keras: To create a B&W filter; to train a ANN to compute functions, get the coeficients of a polynomial an…

   Jupyter Notebook