Philip J. Ball's repositories
HousePriceTop10Kaggle
🏠 Top 10% Notebook showing my approach of this dataset.
KerasCNTK_Meme_GAN
🤦 This has a working DCGAN written for Kersas+CNTK in Python2.7 and a pilfered PyTorch DCGAN
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Arnold
Arnold - DOOM Agent
gensim
Topic Modelling for Humans
DataScience-PythonScripts
Some scripts I've written to expedite the data science process, WIP
TextAnalyticsTwitter
A collection of Notebooks I created for use in a Hackathon
wiki-detox
See https://meta.wikimedia.org/wiki/Research:Modeling_Talk_Page_Abuse
Comparing-PCA-to-PAT
A quick exposition into the similarities in these techniques
testupdateprice
Price Tool
Caltech-CS1156X-Codes
🏫🏫🏫 Python codes I wrote to successfully complete this course. 🏫🏫🏫
tictactoe_ai
Reinforcement Learning TicTacToe AI
UnderOverfitExample
Useful for illustrating overfit vs underfit
BetaToNorm
A simple function that helps to fit beta and normal distributions
TitanicKaggle
80%+ attempt (top 12% worldwide) at this classic data set
FlapPyBird
A Flappy Bird Clone using python-pygame
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
Spoon-Knife
This repo is for demonstration purposes only.
digitech
Digitech 1.0.0