Scot's repositories
back_prop_python_numpy
Single layer neural net in python using the numpy library
cancer_dataset_sklearn
Using the cancer dataset from sklearn
cheatsheet
DWA cheet sheet
citycountry
API to retrieve city, country, latitude or longitudfe
R_neural_net
General implementation of back propagation neural network in R
create_data_sklearn
Use sklearn to create Machine Learning data set
cufflinks
Productivity Tools for Plotly + Pandas
dummy_vars_python
Get dummy variables in pandas dataframe
keras_mnist
MNIST digit prediction
laravel-pjax
A pjax middleware for Laravel 5
laravel_spa_vue
Laravel Single Page Application using Vue.js
london
London GeoJSON
lpjax
Laravel with pjax interface
matplotlib_lines_colors_markers
Jupyter notebook listing lines, colors and markers
mnist_nn
Neural Net to identify mnist dataset using pytorch
networks_extract_features
Extract Features from networkx
neural_net_hand_written_digits
Neural Network using back propagation to identify hand written digits - based on code from Andrew Ing's ML course
numpy_basics
Python numpy basic row/column access
one_hot_encoder_sklearn
OneHotEncoder using sklearn
pandas_basics
Basics of Pandas Dataframe in a Jupyter notebook
pandas_integers_nan
Dealing with Integers and not a number (NaN) in Pandas/Numpy
pandas_npwhere
Using np.where with pandas data frames
pandas_tips_techniques
Pandas Tips and Techniques
sidebar_css
FastHTML streamlit style sidebar with css and vanilla javascript
sigmoid_python_graph
Graph of sigmoid function using Python
twitter_bot_python
Simple twitter bot in python