iridiumblue / roc-starLinks
Loss function which directly targets ROC-AUC
☆250Updated 2 years ago
Alternatives and similar repositories for roc-star
Users that are interested in roc-star are comparing it to the libraries listed below
Sorting:
- CORAL and CORN implementations for ordinal regression with deep neural networks.☆260Updated 3 months ago
- Over9000 optimizer☆424Updated 3 years ago
- ☆349Updated 4 years ago
- Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers☆169Updated 3 years ago
- Experimenting with different regression losses. Implemented in Pytorch.☆148Updated 6 years ago
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆514Updated 4 years ago
- ☆206Updated 4 years ago
- Keras implementation of Cosine Annealing Scheduler☆44Updated 5 years ago
- Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks☆169Updated 3 years ago
- Ordinal regression models in PyTorch☆148Updated 3 years ago
- Tool box for PyTorch☆188Updated 8 months ago
- Ranger deep learning optimizer rewrite to use newest components☆340Updated last year
- Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)☆82Updated 3 weeks ago
- Robust Bi-Tempered Logistic Loss Based on Bregman Divergences. https://arxiv.org/pdf/1906.03361.pdf☆147Updated 4 years ago
- Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.☆171Updated 9 months ago
- scikit-learn cross validators for iterative stratification of multilabel data☆881Updated last year
- 🎲 Iterable dataset resampling in PyTorch☆91Updated 4 years ago
- Scikit-learn compatible implementation of the Gauss Rank scaling method☆74Updated 2 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆218Updated 4 years ago
- ☆90Updated 4 years ago
- DANets (a family of neural networks) for tabular data classification/ regression.☆48Updated 3 years ago
- A pytorch dataset sampler for always sampling balanced batches.☆118Updated 4 years ago
- Rank Consistent Ordinal Regression for Neural Networks with Application to Age Estimation☆362Updated 4 years ago
- A Tensorflow 2.0 implementation of TabNet.☆245Updated 2 years ago
- Team original solutions for the Human Protein Atlas image classification competition☆61Updated 3 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆545Updated 3 years ago
- Winning Solution of Kaggle Mechanisms of Action (MoA) Prediction.☆122Updated 3 years ago
- Lightweight library for training neural networks in PyTorch☆79Updated last year
- Provides everything needed for high performance data loading and augmentation in pytorch.☆319Updated last year
- Code for the 3rd place solution to Freesound Audio Tagging 2019 Challenge☆54Updated 3 years ago