Pinned Repositories
a211w20
astro-arxiv-bot
a question-answering bot powered by retrieval-augmented generation
BayesianNN
Bayesian Neural Networks for galaxy parameters
BNN_LSBGs_ICML
Repository for the paper "Inferring Structural Parameters of Low-Surface-Brightness-Galaxies with Uncertainty Quantification using Bayesian Neural Networks", accepted in the 2022 ICML workshop on "Machine Learning for Astrophysics"
DeepGhostBusters
Repository for the project "DeepGhostBusters: Using Mask R-CNN to Detect and Remove GhostingArtifacts from Galaxy survey Images"
DeepShadows
Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"
LSBG-final-codes
Codes and notebooks related to arXiv 2006.04294
Machine-Learning-and-Large-Scale-Data-Analysis
Repository for the solutions of the psets of the class CMSC 25025/STAT 37601 : Machine Learning and Large Scale Data Analysis
ML_Edu_Demos
Notebooks for the Deep Learning Eduction Club
Photo_z_samples
Fisher codes used in the photo-z sample selection for Angular clustering project
dtanoglidis's Repositories
dtanoglidis/DeepShadows
Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"
dtanoglidis/ML_Edu_Demos
Notebooks for the Deep Learning Eduction Club
dtanoglidis/DeepGhostBusters
Repository for the project "DeepGhostBusters: Using Mask R-CNN to Detect and Remove GhostingArtifacts from Galaxy survey Images"
dtanoglidis/BayesianNN
Bayesian Neural Networks for galaxy parameters
dtanoglidis/LSBG-final-codes
Codes and notebooks related to arXiv 2006.04294
dtanoglidis/Machine-Learning-and-Large-Scale-Data-Analysis
Repository for the solutions of the psets of the class CMSC 25025/STAT 37601 : Machine Learning and Large Scale Data Analysis
dtanoglidis/a211w20
dtanoglidis/astro-arxiv-bot
a question-answering bot powered by retrieval-augmented generation
dtanoglidis/AstroCLIP
Multimodal contrastive pretraining for astronomical data
dtanoglidis/Astrostatistics
dtanoglidis/BNN_Adaptation
Bayesian Neural Networks with Domain Adaptation
dtanoglidis/BNN_LSBGs_ICML
Repository for the paper "Inferring Structural Parameters of Low-Surface-Brightness-Galaxies with Uncertainty Quantification using Bayesian Neural Networks", accepted in the 2022 ICML workshop on "Machine Learning for Astrophysics"
dtanoglidis/Photo_z_samples
Fisher codes used in the photo-z sample selection for Angular clustering project
dtanoglidis/codeastro
Course Material for the Code/Astro Workshop
dtanoglidis/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dtanoglidis/dtanoglidis.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
dtanoglidis/edu
Educational materials on deep learning by Weights & Biases
dtanoglidis/GettingStarted
...with git and GitHub
dtanoglidis/LSBG_Y6
Machine Learning for LSBG classification in DES Y6 data
dtanoglidis/LSSTC-DSFP-Sessions
Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program
dtanoglidis/Machine-Learning-Math-Methods
Repo for the Class "Mathematical Methods of Machine Learning"
dtanoglidis/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
dtanoglidis/Mass_Maps_DL
dtanoglidis/pytorch-Deep-Learning
Deep Learning (with PyTorch)
dtanoglidis/Research_Dark_Matter
dtanoglidis/Star_Galaxy_Separation
Repository for a short project on Star Galaxy separation using SDSS data
dtanoglidis/summer-school-2024
MIT_summer_school_2024_tutorials
dtanoglidis/UDGs
Ultra Diffuse Galaxies research
dtanoglidis/UPenn_DS_Hangout
dtanoglidis/zero-shot-astro
Repository for zero-shot classification with Large Multimodal Models