Alternatives and similar repositories for lleaves

Users that are interested in lleaves are comparing it to the libraries listed below

• dmlc / treelite
  Universal model exchange and serialization format for decision tree forests
  ☆785Updated this week
• pytorch / torcharrow
  High performance model preprocessing library on PyTorch
  ☆645Updated last year
• rapidsai / gputreeshap
  ☆101Updated 3 weeks ago
• ray-project / xgboost_ray
  Distributed XGBoost on Ray
  ☆149Updated last year
• NVIDIA-Merlin / dataloader
  The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
  ☆421Updated last year
• elephaint / pgbm
  Probabilistic Gradient Boosting Machines
  ☆156Updated last year
• NVIDIA-Merlin / NVTabular
  NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale da…
  ☆1,100Updated last week
• google / yggdrasil-decision-forests
  A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Tre…
  ☆610Updated this week
• StatMixedML / LightGBMLSS
  An extension of LightGBM to probabilistic modelling
  ☆333Updated last month
• google / rax
  Rax is a Learning-to-Rank library written in JAX.
  ☆333Updated 3 weeks ago
• dmlc / tl2cgen
  TL2cgen (TreeLite 2 C GENerator) is a model compiler for decision tree models
  ☆36Updated this week
• ARM-software / mango
  Parallel Hyperparameter Tuning in Python
  ☆419Updated 7 months ago
• TomerRonen34 / treeboost_autograd
  Easy Custom Losses for Tree Boosters using Pytorch
  ☆35Updated 4 years ago
• ADAPT-uiuc / dias
  Dias: Dynamic Rewriting of Pandas Code
  ☆78Updated 2 months ago
• fabsig / GPBoost
  Combining tree-boosting with Gaussian process and mixed effects models
  ☆636Updated this week
• getml / getml-community
  Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.
  ☆224Updated 4 months ago
• GBDT-PL / GBDT-PL
  Gradient Boosting With Piece-Wise Linear Trees
  ☆154Updated last year
• Qwicen / node
  Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
  ☆500Updated 4 years ago
• facebookresearch / beanmachine
  A library that allows for inference on probabilistic models
  ☆271Updated last year
• firmai / deltapy
  DeltaPy - Tabular Data Augmentation (by @firmai)
  ☆552Updated 2 years ago
• azmyrajab / polars_ols
  Polars least squares extension - enables fast linear model polar expressions
  ☆177Updated last year
• nums-project / nums
  A library that translates Python and NumPy to optimized distributed systems code.
  ☆132Updated 3 years ago
• microprediction / timemachines
  Predict time-series with one line of code.
  ☆431Updated 11 months ago
• zzd1992 / GBDTMO
  Gradient boosted decision trees for multiple outputs. Better generalization ability, faster training and inference.
  ☆46Updated 8 months ago
• linkedin / FastTreeSHAP
  Fast SHAP value computation for interpreting tree-based models
  ☆542Updated 2 years ago
• KaveIO / PhiK
  Phi_K correlation analyzer library
  ☆167Updated 2 weeks ago
• sktime / skpro
  A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
  ☆279Updated this week
• onnx / sklearn-onnx
  Convert scikit-learn models and pipelines to ONNX
  ☆598Updated 3 weeks ago
• Quantco / glum
  High performance Python GLMs with all the features!
  ☆357Updated 2 weeks ago
• triton-inference-server / fil_backend
  FIL backend for the Triton Inference Server
  ☆82Updated 2 weeks ago