Dimitrios Tanoglidis's repositories
DeepShadows
Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"
ML_Edu_Demos
Notebooks for the Deep Learning Eduction Club
DeepGhostBusters
Repository for the project "DeepGhostBusters: Using Mask R-CNN to Detect and Remove GhostingArtifacts from Galaxy survey Images"
BayesianNN
Bayesian Neural Networks for galaxy parameters
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
AstroCLIP
Multimodal contrastive pretraining for astronomical data
BNN_Adaptation
Bayesian Neural Networks with Domain Adaptation
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"
Photo_z_samples
Fisher codes used in the photo-z sample selection for Angular clustering project
codeastro
Course Material for the Code/Astro Workshop
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dtanoglidis.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
edu
Educational materials on deep learning by Weights & Biases
GettingStarted
...with git and GitHub
hitchhikers-guide
The Hitchhiker's Guide to Data Science for Social Good
LSSTC-DSFP-Sessions
Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program
Machine-Learning-Math-Methods
Repo for the Class "Mathematical Methods of Machine Learning"
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
pytorch-Deep-Learning
Deep Learning (with PyTorch)
Star_Galaxy_Separation
Repository for a short project on Star Galaxy separation using SDSS data
UDGs
Ultra Diffuse Galaxies research
zero-shot-astro
Repository for zero-shot classification with Large Multimodal Models