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dimi-tree / 0_reuse_code.js
Last active August 29, 2015 14:14
Here are some things you can do with Gists in GistBox.
// Use Gists to store code you would like to remember later on
console.log(window); // log the "window" object to the console
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dimi-tree / iris_dataset_using_pandas.py
Created May 3, 2015 10:55
import pandas as pd
df = pd.read_csv(
'http://archive.ics.uci.edu/ml/machine-learning-databases/iris/iris.data',
names = ['sepal length (cm)', 'sepal width (cm)', 'petal length (cm)', 'petal width (cm)', 'class']
)
# store feature matrix in "X"
X = df.drop('class', axis=1).values
levels = {'Iris-setosa': 0, 'Iris-versicolor': 1, 'Iris-virginica':2}
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dimi-tree / bayesian.md
Last active June 10, 2020 05:36
probability
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dimi-tree / data_viz.md
Last active July 15, 2016 15:08
data visualizations
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dimi-tree / ml.md
Last active January 30, 2024 17:29
machine learning
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dimi-tree / python.md
Created December 10, 2015 22:17
python
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dimi-tree / pandas.md
Last active May 27, 2016 12:41
pandas
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dimi-tree / ds.md
Last active June 10, 2022 09:36
data science
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dimi-tree / 01-02.py
Last active February 2, 2022 20:41
Udacity: Machine Learning for Trading
# Working with multiple stocks
"""
SPY is used for reference - it's the market
Normalize by the first day's price to plot on "equal footing"
"""
import os
import pandas as pd
import matplotlib.pyplot as plt
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dimi-tree / vim.md
Last active July 25, 2016 09:48
vim