Name: Ioana Ciucă
Type: User
Company: ANU
Bio: Research Fellow in Astrophysics at ANU, Australia. I love travelling, cinema, documentaries and generally being curious about the world.
Twitter: errai34
Location: Canberra
Blog: https://www.jociuca.com/
Ioana Ciucă's Projects
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Action-based galaxy modeling framework
Code for Bovy et al. APOGEE MAPs papers
Computer Vision library for Astronomy
Chatbot to talk to astronomy papers.
Materials for the 2017 Astro Hack Week
A python package to do neural network in astronomy with Tensorflow
Example python scripts for working with AuriGaia mock catalogues
An experimental open-source attempt to make GPT-4 fully autonomous.
A collection of Bayesian data analysis recipes using PyMC3
Bayes by Backprop implemented in a CNN
Boltzmann Machines in TensorFlow with examples
Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832
A general image manipulation detection model.
Deep Learning Tutorial notes and code. See the wiki for more info.
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind
Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"
TensorFlow tutorials and best practices.
This project is the implementation of "Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit" in python.
Source code used in our Galactic Center paper
...with git and GitHub
Google AI Research
A comparison of Gaussian process fitting packages in Python
Platform for designing and evaluating Graph Neural Networks (GNN)
The Hitchhiker's Guide to Data Science for Social Good
Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program
Deep Normalising Flows for stellar spectra. It's all about light.