siboehm / lleaves
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
☆394Updated 2 months ago
Alternatives and similar repositories for lleaves:
Users that are interested in lleaves are comparing it to the libraries listed below
- Universal model exchange and serialization format for decision tree forests☆751Updated last month
- A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Tre…☆527Updated this week
- High performance model preprocessing library on PyTorch☆651Updated 10 months ago
- ☆94Updated 6 months ago
- NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale da…☆1,070Updated 5 months ago
- Gradient boosted decision trees for multiple outputs. Better generalization ability, faster training and inference.☆44Updated last month
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆414Updated 10 months ago
- High performance Python GLMs with all the features!☆326Updated this week
- Fast SHAP value computation for interpreting tree-based models☆533Updated last year
- Combining tree-boosting with Gaussian process and mixed effects models☆589Updated this week
- Probabilistic Gradient Boosting Machines☆145Updated last year
- DeltaPy - Tabular Data Augmentation (by @firmai)☆542Updated last year
- Hopular: Modern Hopfield Networks for Tabular Data☆309Updated 2 years ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆507Updated 4 months ago
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆91Updated 8 months ago
- (ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling☆197Updated this week
- An extension of LightGBM to probabilistic modelling☆291Updated 8 months ago
- Pandas ExtensionDType/Array backed by Apache Arrow☆229Updated last year
- FIL backend for the Triton Inference Server☆76Updated last week
- EvalML is an AutoML library written in python.☆803Updated this week
- A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.☆468Updated last year
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆486Updated 4 years ago
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,029Updated 10 months ago
- Predict time-series with one line of code.☆420Updated 4 months ago
- An open-source efficient deep learning framework/compiler, written in python.☆681Updated last week
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆606Updated last year
- Gradient Boosting With Piece-Wise Linear Trees☆152Updated 10 months ago
- Distributed XGBoost on Ray☆147Updated 7 months ago
- Efficient matrix representations for working with tabular data☆119Updated this week
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆380Updated 3 years ago