Files

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

README.md

Update README.md

May 3, 2018

ac51a9a · May 3, 2018

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.