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yoavram
/ sklearn_cali_housing_lasso.py
Last active
July 19, 2021 19:03
Run Lasso Regression with CV to find alpha on the California Housing dataset using Scikit-Learn
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| import matplotlib.pyplot as plt | |
| import numpy as np | |
| import sklearn.datasets | |
| import sklearn.cross_validation as cv | |
| from sklearn import linear_model | |
| dataset = sklearn.datasets.fetch_california_housing() | |
| X = dataset['data'] | |
| y = dataset['target'] |
balzer82
/ TimeSeries-Decomposition.ipynb
Last active
June 20, 2022 14:38
TimeSeries Decomposition in Python with statsmodels and Pandas
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azadkuh
/ vim-cheatsheet.md
Last active
November 8, 2024 09:05
vim / vimdiff cheatsheet - essential commands
A personal diary of DataFrame munging over the years.
Convert Series datatype to numeric (will error if column has non-numeric values)
(h/t @makmanalp)
kevin-smets
/ iterm2-solarized.md
Last active
November 14, 2024 15:40
iTerm2 + Oh My Zsh + Solarized color scheme + Source Code Pro Powerline + Font Awesome + [Powerlevel10k] - (macOS)
| Key/Command | Description |
|---|---|
| Tab | Auto-complete files and folder names |
| Ctrl + A | Go to the beginning of the line you are currently typing on |
| Ctrl + E | Go to the end of the line you are currently typing on |
| Ctrl + U | Clear the line before the cursor |
| Ctrl + K | Clear the line after the cursor |
| Ctrl + W | Delete the word before the cursor |
| Ctrl + T | Swap the last two characters before the cursor |
sloria
/ bobp-python.md
Last active
November 14, 2024 15:01
A "Best of the Best Practices" (BOBP) guide to developing in Python.