GarrettJenkinson / condor_tensorflow
CONditionals for Ordinal Regression and classification in tensorflow
☆17Updated 2 years ago
Alternatives and similar repositories for condor_tensorflow:
Users that are interested in condor_tensorflow are comparing it to the libraries listed below
- Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)☆80Updated 2 years ago
- Ordinal classification with Deep Learning using the CLM☆14Updated last year
- Code and experiments for "Deep Neural Networks for Rank Consistent Ordinal Regression based on Conditional Probabilities"☆24Updated 2 years ago
- Tutorial on survival analysis using TensorFlow.☆47Updated 4 years ago
- Predicting treatment effects from RCTs (Circulation: CQO 2019).☆9Updated 2 years ago
- The holdout randomization test: feature selection using black box predictive models☆22Updated 3 years ago
- Seminar on Limitations of Interpretable Machine Learning Methods☆57Updated 4 years ago
- ☆18Updated 6 years ago
- ☆12Updated last year
- Time-Aware Transformer-based Network for Clinical Notes Series Prediction☆23Updated 11 months ago
- Ordinal regression models in PyTorch☆142Updated 2 years ago
- A pytorch implementation of "SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data"☆28Updated 5 years ago
- Multi-target Random Forest implementation that can mix both classification and regression tasks☆24Updated 4 years ago
- ☆36Updated 2 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 6 years ago
- Keras implementation of Cosine Annealing Scheduler☆44Updated 4 years ago
- Scikit-learn compatible implementation of the Gauss Rank scaling method☆73Updated last year
- scikit-learn gradient-boosting-model interactions☆25Updated last year
- (Python, R) Cost-sensitive multiclass classification (Weighted-All-Pairs, Filter-Tree & others)☆47Updated last week
- The code for the models described in "Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU" (KDD 2018).☆21Updated 4 years ago
- Implementation of the Rotation Forest by Rodriques et al. 2006☆28Updated 11 months ago
- Classifying classes with ordinality☆10Updated 5 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- Techniques to cluster very noisy data (dropouts or random noise)☆65Updated 5 years ago
- ☆26Updated 5 years ago
- ☆28Updated 2 years ago
- A python script for a PyTorch feed forward neural network for tabular data using categorical embeddings.☆67Updated 5 years ago
- Weak supervision methods for extracting real world evidence from EHRs☆33Updated 4 years ago
- Lookahead mechanism for optimizers in Keras.☆49Updated 3 years ago
- Keras implementation of a loss function for ordinal categorical crossentropy.☆31Updated 2 years ago