cjnolet

Comparing cuML K-Means API Against Scikit-learn & Dask-ML

First, a quick code example of K-Means in Scikit-learn

from sklearn.datasets import make_blobs
from sklearn.cluster import KMeans

n_centers = 5

X, _ = make_blobs(n_samples=10000, n_centers=n_centers)

songpon

wget https://download.dremio.com/odbc-driver/1.4.2.1003/dremio-odbc-1.4.2.1003-1.x86_64.rpm
sudo apt-get install alien unixodbc-dev -y
sudo alien dremio-odbc-1.4.2.1003-1.x86_64.rpm
sudo dpkg -i dremio-odbc_1.4.2.1003-2_amd64.deb

willirath

koolay

from collections import namedtuple
import vaex
import time

import orjson

import os
import psutil
from pyarrow import flight
import pyarrow as pa

tahashmi

from collections import namedtuple
import vaex
import time

import orjson

import os
import psutil
from pyarrow import flight
import pyarrow as pa