laudv / bitboost
Fast Gradient Boosting Decision Trees with Bit-Level Data Structures
☆16Updated 2 years ago
Alternatives and similar repositories for bitboost:
Users that are interested in bitboost are comparing it to the libraries listed below
- Generative Forests in Python☆34Updated last year
- Sum-Product Network learning routines in python☆26Updated 9 years ago
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 5 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆49Updated last year
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆21Updated 6 years ago
- The Python PSDD Package☆16Updated 5 months ago
- Python package for Sentential Decision Diagrams (SDD)☆55Updated this week
- Probabilistic programming system for fast and exact symbolic inference☆77Updated 7 months ago
- ☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.☆31Updated 2 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆47Updated 3 years ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆19Updated 5 years ago
- ☆15Updated 6 years ago
- Versatile Verification of Tree Ensembles☆17Updated 8 months ago
- Temporally-reweighted Chinese restaurant process mixture models for multivariate time series☆38Updated last year
- Code source of Learning Binary Trees by Argmin Differentiation.☆12Updated 2 years ago
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16Updated 6 years ago
- BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.☆32Updated last year
- An algorithm for learning optimal decision trees, with Python interface☆63Updated last year
- Implementation of Bayesian Sum-Product Networks☆12Updated 4 years ago
- ☆50Updated last year
- First-order knowledge compilation for lifted probabilistic inference☆11Updated 7 years ago
- Counterexample-Guided Learning of Monotonic Networks☆18Updated 2 years ago
- Differentiable probabilistic answer set programming☆18Updated 3 months ago
- Sum-product networks in Julia.☆37Updated 2 years ago
- Probabilistic Circuits from the Juice library☆104Updated 8 months ago
- Code and supplemental material for "Sum-Product Autoencoding: Encoding and Decoding Representations using Sum-Product Networks"☆8Updated 7 years ago
- Top-down induction of first-order logical decision trees: master AI thesis implementation☆23Updated 4 years ago
- ☆27Updated last year
- Model Agnostic Counterfactual Explanations☆86Updated 2 years ago
- Probabilistic Circuits in Julia☆9Updated last year