Raschka-research-group / coral-pytorchLinks
CORAL and CORN implementations for ordinal regression with deep neural networks.
☆260Updated 3 months ago
Alternatives and similar repositories for coral-pytorch
Users that are interested in coral-pytorch are comparing it to the libraries listed below
Sorting:
- Data Augmentation with Variational Autoencoders (TPAMI)☆143Updated 3 years ago
- Drift Detection for your PyTorch Models☆324Updated 3 years ago
- The long missing library for python confidence intervals☆143Updated last year
- Experiments on Tabular Data Models☆281Updated 2 years ago
- Loss function which directly targets ROC-AUC☆250Updated 2 years ago
- Hopular: Modern Hopfield Networks for Tabular Data☆313Updated 3 years ago
- The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a …☆369Updated last year
- Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)☆82Updated 3 weeks ago
- Ranger deep learning optimizer rewrite to use newest components☆340Updated last year
- Reliability diagrams visualize whether a classifier model needs calibration☆163Updated 3 years ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- Domain adaptation made easy. Fully featured, modular, and customizable.☆391Updated 2 years ago
- Boosted neural network for tabular data☆217Updated last year
- A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.☆101Updated 2 years ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆327Updated 2 years ago
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆460Updated 4 years ago
- Ordinal regression models in PyTorch☆148Updated 3 years ago
- Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥…☆478Updated 3 weeks ago
- Unsupervised visualization of image datasets using contrastive learning☆115Updated 7 months ago
- Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Even…☆354Updated last year
- ☆63Updated 2 years ago
- Self-Supervised Learning in PyTorch☆143Updated last year
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆77Updated last year
- 👋 Xplique is a Neural Networks Explainability Toolbox☆724Updated this week
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- A repo for transfer learning with deep tabular models☆105Updated 2 years ago
- Convert scikit-learn models to PyTorch modules☆169Updated last year
- ☆500Updated last year
- LibAUC: A Deep Learning Library for X-Risk Optimization☆311Updated 2 months ago
- ☆349Updated 4 years ago