damipayne Goto Github PK
Name: Damilola Payne
Type: User
Bio: Damilola Payne. Is a product manager in fintech and ML/AI. This is a collection of public projects in machine learning.
Twitter: damipayne
Damilola Payne's Projects
ai-music-composer
A project that trains a LSTM recurrent neural network over a data-set of MIDI files.
batch-import
generic csv file neo4j batch importer
bpnn-from-scratch
A guide on how to build a artificial neural net in python with only numpy. I have included detailed step by step instructions.
caffe
Caffe: a fast open framework for deep learning.
feature-agglomeration-clustering
Reads CSV text files and uses a Tfidf vectoriser to semantically cluster like sentences, then uses a hierarchical clustering algorithm to assign the words to n clusters
graph-database-example
An example of a graph database in action, with a simple blogging app
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
lyrics-web-scraper
A python web scraper, that scrapes websites for lyrics and then saves them to database to form a lyrics corpus. For use in larger AI project
markov-chain-lyric-generator
Preamble for larger project, uses a pre-trained Markov chain to create rap lyrics
network-dependency-in-neo4j
Creating a network dependency graph in neo4j using the graph interrogation language cypher
opencv-3.2-0-ubuntu-installation-script
Script for installing openCV image recognition library from source. Tested on ubuntu 16.0.4.
pong-rnn-implementation
Using pygame to create a 2d pong game, then using gym and tensorflow to read the pixels on the screen using a CNN and then model the actions with a Qlearning RNN to beat the ai opponent
reinforcement-learning-game-ai
I use Open AI's Gym and Google's Tensorflow to create a reinforcement learning AI that learns how to play Atari games.
rnn-from-scratch
Creating a recurrent neural network (RNN) in python using only Numpy
sublime-text-packages
All the packages that I use for developing in python (might make one for java-script)
virtual-box-macos-mod
A windows script for enabling macOS to run on windows
vm-back-up
Example of Windows compiled python code, used for backing up my VM's
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