153 Open source projects that are alternatives of or similar to LightGBM.jl

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

A full pipeline AutoML tool for tabular data

Show how to perform fast retraining with LightGBM in different business cases

🌳 Stacked Gradient Boosting Machines

Building Decision Trees From Scratch In Python

A pure julia text editor

Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

A set of tutorials to show how to use Julia for data science (DataFrames, MLJ, ...)

Documentation For JuliaImages

Algorithms for causal inference and the detection of dynamical coupling from time series, and for approximation of the transfer operator and invariant measures.

Automatic machine learning for tabular data. ⚡🔥⚡

🏆 Kaggle 8th place solution

Data science and numerical computing with Julia

C3T: Crash Course Category Theory - A friendly non-mathematician's approach to beginners of Category Theory. 🐱

Oracle Database driver for the Julia language.

1D blood flow model

This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use their own XGBoost scripts in SageMaker.

[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

Julia package for the Apache ECharts v4 visualization library

An R package that makes lightgbm models fully interpretable (take reference from https://github.com/AppliedDataSciencePartners/xgboostExplainer)

A highly adaptable modelling framework for multi-energy systems

Kaggle Kernels (Python, R, Jupyter Notebooks)

😱 Lucurious -> [Library] for building advanced DRM/KMS Vulkan Renderers 😱

Unitary and Lindbladian evolution in Julia

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

Repository for B0M36SPJ

A Julia package for converting your Pluto and Jupyter Notebooks into beautiful Latex.

Common functional iterator patterns

Julia package for reading and writing DICOM (Digital Imaging and Communications in Medicine) files

Example of a Julia Package with Rust dependency.

Faster, better, smarter ecological niche modeling and species distribution modeling

A native Julia code for lattice QCD with dynamical fermions in 4 dimension.

Collective tools for metaprogramming on Julia Expr

Julia syntax highlighting for Sublime Text

A template to automatically convert Pluto notebooks to an HTML website with GitHub Pages. Demo page:

Scalable machine 🤖 learning for time series forecasting.

Proximal operators for nonsmooth optimization in Julia

XUnit.jl is a unit-testing framework for Julia.

Linear Operators for Julia

A web browser built in Julia Language from the ground up.

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

A latex math mode engine in pure Julia.

A general branch and bound framework

I/O operations for OME-TIFF files in Julia

Benchmark(s) of numerical programs with Python (and Scipy, Pythran, Numba), Julia and C++.

Using Kafka-Python to illustrate a ML production pipeline

Welcome to DataFrames.jl with Bogumił Kamiński

Julia macros for suppressing and/or capturing output (STDOUT), warnings (STDERR) or both streams at the same time.

Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Earthquake Prediction Challenge with LightGBM and XGBoost

A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

A Julia package for robust regressions using M-estimators and quantile regressions

Lecture slides and homework assignments for MA5233 Computational Mathematics at the National University of Singapore.

YOLO Object Detection in Julia

The ideal multi-user Data Science server with Jupyterhub and RStudio, ready for Python, R and Julia languages.

A blog where I document my learning of the Julia programming language.

A cross-platform installer for the Julia programming language

Tools for using the GR framework in Julia

Graph-based molecule modeling toolkit for cheminformatics