Mihai's repositories
ai4cop-health-cams
AI4Copernicus health service: downscaling CAMS model output with deep learning
course-v3
The 3rd edition of course.fast.ai
data-pipeline-tfds-mydataset
Experimenting tensorflow_datases (tfds) to create my own tfds.
Deep_Learning_Weather_Forecasting
Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019 (Oral)
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
docker-demo
Docker demo / template. To be modified and deployed on Kubernetes.
gansformer
Generative Adversarial Transformers
graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
minimc
Just a little MCMC
ppnn
post-processing experiments with neural networks
resources
PyMC3 educational resources
variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
verified_calibration
Code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).