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1. DeepSTEP DeepSTEP Public

   DeepSTEP is an advanced deep learning model that utilizes convolutional neural networks to find transients on difference imaging data from the T80s telescope.

   Python

2. TransferLearning_Muilti-Channel_Imagery TransferLearning_Muilti-Channel_Imagery Public

   Implementing Transfer Learning to N>3 Channels Imagery and Removing Pre-processing Layers from Tensorflow.applications

   Jupyter Notebook

3. Classifier-Transient_search_RandomForest Classifier-Transient_search_RandomForest Public

   This is a Notebook exemple of how to create a Random Forest Classifier to Identify Objects with flux variation, like Supernovas, Kilonovas and other types of Astronomical transients. This code was …

   Jupyter Notebook

4. NPE_Tutorial_CBPF NPE_Tutorial_CBPF Public

   This repository contains a tutorial notebook demonstrating the implementation of Neural Posterior Estimation (NPE), a powerful method in simulation-based inference.

   Jupyter Notebook

5. SBI_Spectrum_Classifier SBI_Spectrum_Classifier Public

   This project is a collaboration to develop two spectrum classifiers using Simulation Based Inference (Deep Learning). The first classifier distinguishes between Supernovas and Kilonovas, while the …

   Jupyter Notebook 1

6. Curriculum_Vitae-CV Curriculum_Vitae-CV Public

   Phelipe Darc - CV (2024)