laudv / bitboostLinks
Fast Gradient Boosting Decision Trees with Bit-Level Data Structures
☆17Updated 3 years ago
Alternatives and similar repositories for bitboost
Users that are interested in bitboost are comparing it to the libraries listed below
Sorting:
- Counterexample-Guided Learning of Monotonic Networks☆18Updated 3 years ago
- Functional tensors for probabilistic programming☆243Updated 2 years ago
- Generative Forests in Python☆35Updated 2 years ago
- Sum-Product Network learning routines in python☆27Updated 10 years ago
- ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.☆376Updated 2 weeks ago
- An algorithm for learning optimal decision trees, with Python interface☆67Updated 2 years ago
- ☆36Updated last year
- Differentiable probabilistic answer set programming☆26Updated 3 months ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆49Updated last year
- Code source of Learning Binary Trees by Argmin Differentiation.☆12Updated 2 years ago
- First-order knowledge compilation for lifted probabilistic inference☆11Updated 8 years ago
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16Updated 7 years ago
- Probabilistic programming system for fast and exact symbolic inference☆82Updated last year
- Versatile Verification of Tree Ensembles☆19Updated last year
- ☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.☆31Updated 2 years ago
- Learning the structure of graphical models from datasets with thousands of variables☆35Updated 7 years ago
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 5 years ago
- Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)☆85Updated 6 months ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆19Updated 6 years ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆389Updated last year
- Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks☆303Updated this week
- BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.☆32Updated 2 years ago
- An experimental language for causal reasoning☆227Updated this week
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- A structured list of resources about Sum-Product Networks (SPNs)☆255Updated 4 years ago
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆20Updated 6 years ago
- ☆74Updated last year
- Python package for Sentential Decision Diagrams (SDD)☆66Updated 7 months ago
- Top-down induction of first-order logical decision trees: master AI thesis implementation☆26Updated 5 years ago
- Reasoning over weighted algebraic and logical constraints☆25Updated 2 weeks ago