Tpot-cuml google colab example

[senovr]

Hi, I have a generic question for TPOT with cuml: Are you planning to create a simple example on google colab? I looked through both your repository and rapids.ai, but I could not locate something like a "quick start" notebook that can be executed on colab.

[weixuanfu]

So far google colab is not a good environment to run cuML version > 0.15. Please try to use BlazingSQL

[senovr]

weixuanfu, thank you for the suggestion. When I am trying to use BlazingSQL, cuml part works flawlessly. But when I am trying to install tpot ( with ! pip install tpot) it throws an error about absence of compatible sklearn ( trace from command is below)

Collecting tpot Downloading https://files.pythonhosted.org/packages/2d/f6/70b0e1bb432e9ea7686190232337848691de6db37c7e67c81bd7650af718/TPOT-0.11.7.tar.gz (908kB) 100% |████████████████████████████████| 911kB 529kB/s eta 0:00:01 Collecting deap>=1.2 (from tpot) Using cached https://files.pythonhosted.org/packages/a0/b5/2adca2bac5727549e8ce36d9851a129c51629ae62323bc31b940ffdb977a/deap-1.3.1-cp27-cp27mu-manylinux1_x86_64.whl Collecting joblib>=0.13.2 (from tpot) Using cached https://files.pythonhosted.org/packages/28/5c/cf6a2b65a321c4a209efcdf64c2689efae2cb62661f8f6f4bb28547cf1bf/joblib-0.14.1-py2.py3-none-any.whl Collecting numpy>=1.16.3 (from tpot) Using cached https://files.pythonhosted.org/packages/3a/5f/47e578b3ae79e2624e205445ab77a1848acdaa2929a00eeef6b16eaaeb20/numpy-1.16.6-cp27-cp27mu-manylinux1_x86_64.whl Collecting pandas>=0.24.2 (from tpot) Using cached https://files.pythonhosted.org/packages/db/83/7d4008ffc2988066ff37f6a0bb6d7b60822367dcb36ba5e39aa7801fda54/pandas-0.24.2-cp27-cp27mu-manylinux1_x86_64.whl Collecting scikit-learn>=0.22.0 (from tpot) Could not find a version that satisfies the requirement scikit-learn>=0.22.0 (from tpot) (from versions: 0.9, 0.10, 0.11, 0.12, 0.12.1, 0.13, 0.13.1, 0.14, 0.14.1, 0.15.0b1, 0.15.0b2, 0.15.0, 0.15.1, 0.15.2, 0.16b1, 0.16.0, 0.16.1, 0.17b1, 0.17, 0.17.1, 0.18rc2, 0.18, 0.18.1, 0.18.2, 0.19b2, 0.19.0, 0.19.1, 0.19.2, 0.20rc1, 0.20.0, 0.20.1, 0.20.2, 0.20.3, 0.20.4, 0.21rc2) No matching distribution found for scikit-learn>=0.22.0 (from tpot)