leesael / EDiTLinks
EDiT: Interpreting Ensemble Models via Compact Soft Decision Trees (ICDM'19)
☆8Updated 5 years ago
Alternatives and similar repositories for EDiT
Users that are interested in EDiT are comparing it to the libraries listed below
Sorting:
- Using / reproducing DAC from the paper "Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees"☆28Updated 4 years ago
- Code for the experiments of Matrix Factorization Bandit☆24Updated 6 years ago
- eForest: Reversible mapping between high-dimensional data and path rule identifiers using trees embedding☆23Updated 4 years ago
- Tutorial on Multi-Objective Recommender Systems @ KDD 2021☆19Updated 2 years ago
- Using Bayesian inference to mine rule sets☆12Updated 5 years ago
- TF-Tile: an efficient sparse representation for real-valued data☆14Updated 2 years ago
- Files submitted to kdd2018 for EFDT paper☆22Updated 6 years ago
- Discrete Factorization Machines☆10Updated 7 years ago
- Joint Community and Structural Hole Spanner Detection via Harmonic Modularity☆10Updated 6 years ago
- KDD21 Deep Learning Embeddings for Data Series Similarity Search☆19Updated 3 years ago
- A straightforward implementation of EGBM-based Generalized Additive Model☆13Updated 4 years ago
- Python Interface of the Scalable Bayesian Rule Lists☆20Updated 5 years ago
- Tensorflow port implementation of Single Headed Attention RNN☆16Updated 5 years ago
- Static (Python) and streaming (C++) implementations of xStream (KDD 2018).☆30Updated 7 years ago
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆12Updated 3 years ago
- ☆14Updated 6 years ago
- ☆12Updated 3 years ago
- Implementation of Robust PCA and Robust Deep Autoencoder over Time Series☆14Updated 5 years ago
- Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching☆19Updated 5 years ago
- Code for the PIDForest algorithm for anomaly detection☆27Updated 5 years ago
- This is the source code of the paper "Inferring Complementary Products from Baskets and Browsing Sessions"☆11Updated 6 years ago
- Implementation of Counterfactual risk minimization☆26Updated 8 years ago
- Source code for the ACML 2019 paper "Functional Isolation Forest".☆21Updated 2 years ago
- ☆34Updated 5 years ago
- Online multiclass boosting algorithm that uses VFDT as weak learners☆17Updated 6 years ago
- Code for the paper "Fuzzy c-Means Clustering for Persistence Diagrams"☆14Updated last year
- Compact time- and attribute-aware node representations☆7Updated 5 years ago
- Code of the paper Fair k-Means Clustering☆13Updated 3 years ago
- Official Implementation of "Transferring Inductive Biases Through Knowledge Distillation"☆14Updated 5 years ago
- Neural Decomposition Code for Time Series☆21Updated 6 years ago