clementchadebec / pyraugLinks
Data Augmentation with Variational Autoencoders (TPAMI)
☆141Updated 2 years ago
Alternatives and similar repositories for pyraug
Users that are interested in pyraug are comparing it to the libraries listed below
Sorting:
- The long missing library for python confidence intervals☆138Updated last year
- Unsupervised visualization of image datasets using contrastive learning☆115Updated last month
- CORAL and CORN implementations for ordinal regression with deep neural networks.☆237Updated last year
- Multi-view-AE: An extensive collection of multi-modal autoencoders implemented in a modular, scikit-learn style framework.☆52Updated 11 months ago
- A Python package for intrinsic dimension estimation☆91Updated 2 months ago
- A library for uncertainty quantification based on PyTorch☆121Updated 3 years ago
- ☆139Updated last year
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Updated 2 years ago
- ☆121Updated 3 years ago
- Reliability diagrams visualize whether a classifier model needs calibration☆153Updated 3 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆242Updated 2 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 2 years ago
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆282Updated 2 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆26Updated 4 years ago
- A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)☆148Updated this week
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆151Updated 4 years ago
- Pytorch implementation of VAEs for heterogeneous likelihoods.☆42Updated 2 years ago
- Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)☆89Updated 5 months ago
- Neural Additive Models (Google Research)☆71Updated 3 years ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- Uncertainty-aware representation learning (URL) benchmark☆105Updated 4 months ago
- Materials of the Nordic Probabilistic AI School 2023.☆90Updated last year
- Reusable BatchBALD implementation☆79Updated last year
- scikit-activeml: Python library for active learning on top of scikit-learn☆170Updated last week
- A repo for transfer learning with deep tabular models☆104Updated 2 years ago
- Multi-Channel Variational Auto Encoder: A Bayesian Deep Learning Framework for Modeling High-Dimensional Heterogeneous Data.☆33Updated 4 years ago
- A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evalu…☆188Updated last week
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆105Updated last year
- Exploration of the latent space of generative models on Lung-CT scans☆16Updated 2 years ago
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆141Updated 4 years ago