Laurae

Laurae. Advanced High Performance Data Science Toolbox for R by Laurae

CategoricalAnalysis. Analysis of Categorical Encodings for dense Decision Trees

lgbdl. LightGBM Online Installer [ devtools::install_github("Laurae2/lgbdl") ]

LauraeDS. Laurae's Data Science R Package

LauraeCE. Laurae's Cross-Entropy Optimization for R

gbt_benchmarks. Gradient Boosted Trees Mega Benchmark

sparsity. R package for loading/saving sparse matrices (dgCMatrix) to SVMlight (LibFM, xgboost, LightGBM, H2O, etc.)

xgbdl. xgboost Online Installer [ devtools::install_github("Laurae2/xgbdl") ]

ez_xgb. Easy xgboost installation for R users (no recursive)

ml-perf. R

amd-ds. Data Science: AMD/OpenCL GPU Deep Learning: Setup Python + Caffe/XGBoost + 1.7x RAM

Laurae2. Laurae's Simplified R - The sequel of Laurae Package

R_Installation. Fully setting up and installing R in Windows / Debian / Ubuntu (Version: 3.5.1)

HR_MiniApp. Human Resources Mini Phone Application in R

LauraeCpp. Parallel R for HPC on a Single Computer using C++

Bosch. HTML

LauraeParallel. Laurae's Parallel Load Balancing for R

boosting_tree_benchmarks. Benchmarking xgboost & LightGBM in Higgs [10.5M]

DataExplorer. R package to simplify Exploratory Data Analysis

xgblgb_compare. Comparing xgboost and LightGBM: compiler, CPU pinning

Indoor_Prediction. Indoor User Movement Prediction from RSS data Data Set

deepForest_test. test deepForest package @ Laurae2

plotluck. R tool for automated creation of ggplots. Examines one, two, or three variables and creates, based on their characteristics, a scatter, violin, box, bar, density, hex or spine plot, or a heat map. Also automates handling of observation weights, log-scaling of axes, reordering of factor levels, and overlays of smoothing curves and median lines.

Santander. Kaggle Santander

Poker. Laurae@Edu's Poker

largeVis. An implementation of the largeVis algorithm for visualizing large, high-dimensional datasets, for R

Microsoft-R-Client. Microsoft R Client - License forbids sharing packages.

Red_Hat. Red Hat - Kaggle