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David Banville's Projects

algorithms_spec icon algorithms_spec

This repository contains all the code written for the programming assignments in the Algorithms Specialization by Tim Roughgarden of Standford Uni on Coursera. DO NOT USE FOR THE COURSE!

animatronics icon animatronics

Arduino sketch and Python code for animatronics with a HID game controler

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deeprl-agentsdb icon deeprl-agentsdb

This repo was forked from the DeepRL-Agents repo by Arthur Juliani. I am currently adapting some of the code to train a neural agent to play Vizdoom.

directfutureprediction icon directfutureprediction

Code for the paper "Learning to Act by Predicting the Future", Alexey Dosovitskiy and Vladlen Koltun, ICLR 2017

filecompare icon filecompare

A VB application to compare text files using DataGridViews

ga3c icon ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

gpr_processing icon gpr_processing

Processing of ground penetrating radar (GPR) data using Matlab and the CREWES library, an open-source seismic data processing library. An implementation of the method described in Harlan et al., Geophysics, vol 49, no. 11, 1984

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

infogan icon infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

kaggle icon kaggle

Here are some data analysis I did on Kaggle data

meta-rl icon meta-rl

Implementation of Meta-RL A3C algorithm

micro_python icon micro_python

Micro Python scripts for the BBC microbit made with Mu deditor by Nicholas H.Tollervey

mupot icon mupot

Add-on for the BBC microbit

mytinyos icon mytinyos

The full TinyOs stack with slight modifications to read specific sensors on my Telosb motes

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

plotly.py icon plotly.py

An open-source, interactive graphing library for Python :sparkles:

pyqt5-snap7-app icon pyqt5-snap7-app

PyQt5 user interface to control a Siemens PLC with Snap7 library by Davide Nardella

rl-cc icon rl-cc

Web-based Reinforcement Learning Control Center

sklearn-jobs icon sklearn-jobs

A flexible custom framework for automating hyper-parameter optimization with Scikit-Learn Pipelines

stanford-algs icon stanford-algs

Example Test Cases for Stanford's Algorithms Coursera Specialization

tem_dash icon tem_dash

A Dash application to visualize time-domain electromagnectic soundings (TEM) modeled with UBC-GIF em1dtmfwd

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