Visualize high-dimensional dataset in a 2D Chart.

In this post, I'll use a well known dataset MINIST handwritten. There are 70,000 images, each image in this dataset is of size 28x28.

First, import the libraries we are going to use.

import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import seaborn as sns

from sklearn import datasets
from sklearn import manifold

%matplotlib inline

I'm using matplotlib and seaborn for visualization. numpy and pandas to handle numerical arrays and dataframe. I'm also use scikit-learn to get the data and perform t-SNE.

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