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- TDSE-PINN
TDSE-PINN PublicExploring new trendencies in numerical optimization applied on PINNs. An example with the nonlinear TDSE.
Jupyter Notebook
- SINBA-ResNet
SINBA-ResNet PublicSINBA (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
- Face-Recognition
Face-Recognition PublicThis 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
- Plant-Pathology-Classificator
Plant-Pathology-Classificator PublicThese 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
- Functions-ODE-CustomLayers
Functions-ODE-CustomLayers PublicThese 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
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