Pinned Repositories
lightning-uq-box
Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning
torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
bayesian-neural-network-pytorch
PyTorch implementation of bayesian neural network.
lightning-uq-box
Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch Lightning
torchgeo
TorchGeo: datasets, transforms, and models for geospatial data
tropical_cyclone_uq
Code to reproduce experiments for the paper
nilsleh's Repositories
nilsleh/lightning-uq-box
Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch Lightning
nilsleh/tropical_cyclone_uq
Code to reproduce experiments for the paper
nilsleh/torchgeo
TorchGeo: datasets, transforms, and models for geospatial data
nilsleh/bayesian-neural-network-pytorch
PyTorch implementation of bayesian neural network.
nilsleh/darts
A python library for easy manipulation and forecasting of time series.
nilsleh/deepLearning2020
Practical Assignments for Deep Learning Course @ UvA 2020
nilsleh/jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
nilsleh/metrics
Machine learning metrics for distributed, scalable PyTorch applications.
nilsleh/nilsleh
Config files for my GitHub profile.
nilsleh/nilsleh.github.io
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
nilsleh/bayesian-torch
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
nilsleh/deepsensor
DeepSensor is a Python package for tackling diverse environmental prediction tasks with NPs.
nilsleh/denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
nilsleh/experiments
Repository to run experiments.
nilsleh/natural-posterior-network
Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)
nilsleh/nnUNet
nilsleh/oceanbench
OceanBench - SSH edition
nilsleh/PharmaProject
Pharmacy Management System Project
nilsleh/pytorch-forecasting
Time series forecasting with PyTorch
nilsleh/ResShift
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS 2023 Spotlight)
nilsleh/Satellite-Image-Time-Series-Datasets
This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellite videos, for various computer vision and deep learning tasks. It covers multi-temporal datasets with more than two acquisitions but not bi-temporal datasets.
nilsleh/spack
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
nilsleh/sphinx-book-theme
A clean book theme for scientific explanations and documentation with Sphinx
nilsleh/torchgeo-feedstock
A conda-smithy repository for torchgeo.
nilsleh/torchseg
Segmentation models with pretrained backbones. PyTorch.
nilsleh/traffic-congestion
Some data exploration and visualization of traffic congestion data of four major cities in the US.