Ioana Ciucă's repositories
WaveletStudio
Playing with the scattering transform on images.
Bayesian_CNN
Bayes by Backprop implemented in a CNN
prospector
Python code for Stellar Population Inference from Spectra and SEDs
accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
AstroFM
Chatbot to talk to astronomy papers.
LSSTC-DSFP-Sessions
Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program
MergerMeetsGNF
Modelling galaxy snapshot data as equivariant graph normalising flows.
Monsoon-School-Intro-to-DS-Tutorial
Some of my notes for data science.
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
ConcreteDropout
Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832
Constrained-R-CNN
A general image manipulation detection model.
DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind
GalaxyGAN_python
This project is the implementation of "Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit" in python.
GettingStarted
...with git and GitHub
google-research
Google AI Research
GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
hitchhikers-guide
The Hitchhiker's Guide to Data Science for Social Good
merger_transfer_learning
Transfer Learning for Mergers
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
ml-workshop-3-of-4
Advanced Machine Learning with Scikit-learn part I
pymc-learn
pymc-learn: Practical probabilistic machine learning in Python
pytorch-flows
PyTorch implementations of algorithms for density estimation
the-turing-way
Host repository for The Turing Way: a how to guide for reproducible data science
WhileMyMCMCGentlySamples
my blog