How to install pycaret python library in mac Mojave

I want to install pycaret library in Mac Mojave 10.14.

However when I try to do pip3 install pycaret I get below error -

XGBoostLibraryNotFound: Cannot find XGBoost Library in the candidate path, did you install compilers and run build.sh in root path?

When I do conda list I get a list of libraries installed. However, I find 2 xgboost libraries there -

xgboost                   1.0.2            py36h0130604_1    conda-forge
xgboost                   1.1.0                     <pip>

I have seen some links online wherein xgboost is installed from source. However, I dont want to go through that route.

What is the best way to install pycaret?

Solution

This might help (from https://pycaret.org/install/)

For MAC OS

MAC users will have to install LightGBM separately using Homebrew, or it can be built using CMake and Apple Clang (or gcc). See the instructions below:

Install CMake (3.16 or higher):

>> brew install cmake
Install OpenMP
>> brew install libomp

Run the following commands in terminal:

git clone --recursive https://github.com/microsoft/LightGBM ; cd LightGBM
mkdir build ; cd build
cmake ..
make -j4