AleksCipri
Astrophysicist working at the intersection of astronomy and machine learning. True believer in ML for science.
Fermi National Accelerator LaboratoryBatavia
Pinned Repositories
AstroBenchmarking
AstroHackWeek2020 Hack proposal #Astro-MNIST
Basic-algorithms-for-classification-from-scratch
Basic alrothms for classification, clustering and Neural Networks (me practicing stuff with sentdex).
Cat-VS-Dog-tflearn-
CNN for differentiating between cats and dogs in TensorFlow.
Concrete-Dropout---Mergers
DANN---DeepMerge
Domain Adversarial Neural Network approach to galaxy merger classification using pristine and noisy images together
DeepAdversaries
Studying robustness of deep learning algorithms to adversarial attacks that may naturally arise from scientific data pipelines, such as LSST.
DeepMerge-CAN
Using Contrastive Domain Discrepancy for class-aware domain adaptation to study galaxy mergers.
deepmerge-public
DeepMerge: An implementation of neural network models for classifying merging galaxies
DeepMergeDomainAdaptation
Fisher deep domain adaptation for astronomy - galaxy mergers
FisherDA
code for "Fisher Deep Domain Adaptation"
AleksCipri's Repositories
AleksCipri/DeepMergeDomainAdaptation
Fisher deep domain adaptation for astronomy - galaxy mergers
AleksCipri/DeepMerge-CAN
Using Contrastive Domain Discrepancy for class-aware domain adaptation to study galaxy mergers.
AleksCipri/DeepAdversaries
Studying robustness of deep learning algorithms to adversarial attacks that may naturally arise from scientific data pipelines, such as LSST.
AleksCipri/deepmerge-public
DeepMerge: An implementation of neural network models for classifying merging galaxies
AleksCipri/Basic-algorithms-for-classification-from-scratch
Basic alrothms for classification, clustering and Neural Networks (me practicing stuff with sentdex).
AleksCipri/AstroBenchmarking
AstroHackWeek2020 Hack proposal #Astro-MNIST
AleksCipri/Cat-VS-Dog-tflearn-
CNN for differentiating between cats and dogs in TensorFlow.
AleksCipri/Concrete-Dropout---Mergers
AleksCipri/DANN---DeepMerge
Domain Adversarial Neural Network approach to galaxy merger classification using pristine and noisy images together
AleksCipri/FisherDA
code for "Fisher Deep Domain Adaptation"
AleksCipri/Random
Random usefull programs
AleksCipri/aleksciprijanovic
My Website
AleksCipri/BLDAP-Python-Data-Science
Intro to Python / data science curriculum for Berkeley Lab Director's Apprenticeship Program
AleksCipri/Cosmo1gal
Data and scripts used for the cosmology with one galaxy paper
AleksCipri/deepmerge-mocks
AleksCipri/DeepShadows
Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"
AleksCipri/DeepShadows_II
AleksCipri/demo
demo
AleksCipri/descqa
A validation framework and tests for mock galaxy catalogs and beyond
AleksCipri/hacks-collector
Astro Hack Week Hacks Collector: a repository for past and present dotAstronomy hacks
AleksCipri/HackWeek-Toolkit
A toolkit to get you started with organizing your own hack week!
AleksCipri/IMNN
Uses neural networks to extract sufficient statistics from data by maximising the Fisher information
AleksCipri/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
AleksCipri/PTExperiments
PyTorch experiments
AleksCipri/scalable-pytorch-sinkhorn
AleksCipri/tutorial-notebooks
Tutorial Jupyter Notebooks for Data Preview 0, created and maintained by the Rubin Observatory Community Engagement Team.
AleksCipri/wassdistance_sinkhorn
Approximating Wasserstein distances with PyTorch