clementchadebec / pyraugLinks
Data Augmentation with Variational Autoencoders (TPAMI)
☆143Updated 3 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☆145Updated last year
- CORAL and CORN implementations for ordinal regression with deep neural networks.☆267Updated 4 months ago
- A library for uncertainty quantification based on PyTorch☆121Updated 4 years ago
- Unsupervised visualization of image datasets using contrastive learning☆115Updated 8 months ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Updated 2 years ago
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆294Updated 2 years ago
- Neural Additive Models (Google Research)☆74Updated 4 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- Benchmark time series data sets for PyTorch☆36Updated last year
- Reliability diagrams visualize whether a classifier model needs calibration☆165Updated 3 years ago
- ☆122Updated 3 years ago
- Multi-view-AE: An extensive collection of multi-modal autoencoders implemented in a modular, scikit-learn style framework.☆56Updated last year
- Pytorch implementation of VAEs for heterogeneous likelihoods.☆43Updated 3 years ago
- ☆141Updated 2 years ago
- A repo for transfer learning with deep tabular models☆105Updated 2 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆255Updated 3 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆26Updated 4 years ago
- Bayesianize: A Bayesian neural network wrapper in pytorch☆92Updated last year
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evalu…☆198Updated 6 months ago
- Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)☆91Updated last year
- A Python package for intrinsic dimension estimation☆96Updated 4 months ago
- ☆64Updated 2 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆74Updated 3 years ago
- Reusable BatchBALD implementation☆78Updated last year
- ☆112Updated 3 years ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆88Updated 2 years ago
- Pacmed Labs experiments on uncertainty estimation, focusing on unbalanced tabular data and classification tasks.☆21Updated 4 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆107Updated last year
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆88Updated 2 years ago