how-to-python

Knowledge is often hard-won, and then quickly forgotten! This repository aims to explain simply, and then serve as an aid to memory.

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how-to-python

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Name		Name	Last commit message	Last commit date
How it works - Bike Share Regression PyTorch Lightning.ipynb		How it works - Bike Share Regression PyTorch Lightning.ipynb
How it works - Covariance, Correlation & Linear Regression.ipynb		How it works - Covariance, Correlation & Linear Regression.ipynb
How it works - GeoPandas basics.ipynb		How it works - GeoPandas basics.ipynb
How it works - GeoPandas detailed mapping.ipynb		How it works - GeoPandas detailed mapping.ipynb
How it works - GeoPandas spatial joins.ipynb		How it works - GeoPandas spatial joins.ipynb
How it works - KMeans Clustering.ipynb		How it works - KMeans Clustering.ipynb
How it works - Multivariate regression.ipynb		How it works - Multivariate regression.ipynb
How it works - Pandas, data manipulation.ipynb		How it works - Pandas, data manipulation.ipynb
How it works - Pandas, data selection.ipynb		How it works - Pandas, data selection.ipynb
How it works - Pandas, groupby method.ipynb		How it works - Pandas, groupby method.ipynb
How it works - Pandas, mapping series values.ipynb		How it works - Pandas, mapping series values.ipynb
How it works - Pandas, merge method.ipynb		How it works - Pandas, merge method.ipynb
How it works - Pandas, pivot tables.ipynb		How it works - Pandas, pivot tables.ipynb
How it works - Polynomial Regression.ipynb		How it works - Polynomial Regression.ipynb
How it works - Principal Component Analysis.ipynb		How it works - Principal Component Analysis.ipynb
How it works - basic lists.ipynb		How it works - basic lists.ipynb
How it works - data structures for deep learning.ipynb		How it works - data structures for deep learning.ipynb
How it works - labelling districts in GeoPandas.ipynb		How it works - labelling districts in GeoPandas.ipynb
How it works - list comprehensions.ipynb		How it works - list comprehensions.ipynb
How it works - lists vs arrays.ipynb		How it works - lists vs arrays.ipynb
How it works - positive & negative indexation.ipynb		How it works - positive & negative indexation.ipynb
How it works - visualizing data overlaps.ipynb		How it works - visualizing data overlaps.ipynb
Practice Run - Linear Regression Age vs Blood Pressure.ipynb		Practice Run - Linear Regression Age vs Blood Pressure.ipynb
Practice Run - Linear Regression Fish Sizes.ipynb		Practice Run - Linear Regression Fish Sizes.ipynb
README.md		README.md
customer_product_list.xlsx		customer_product_list.xlsx
data_structures.png		data_structures.png
flattening.png		flattening.png
img_5.png		img_5.png
multiplication.png		multiplication.png
sea_picture.jpg		sea_picture.jpg
sorted.jpg		sorted.jpg
take1.png		take1.png
take2.png		take2.png
tensor_shape_2.png		tensor_shape_2.png
unsorted.jpg		unsorted.jpg
weight_matrix_detail_2.png		weight_matrix_detail_2.png

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how-to-python

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