Jakob Aungiers

LSTM-Neural-Network-for-Time-Series-Prediction. LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Multidimensional-LSTM-BitCoin-Time-Series. Using multidimensional LSTM neural networks to create a forecast for Bitcoin price

Random-Portfolio-vs-Benchmark-Strategy. Python Monte Carlo Simulation to model returns from randomly generated portfolios against a benchmark index.

TensorFlow-Intro. Introduction to TensorFlow. Basic operators, linear and logistic regression and Tensorboard

Tinder-py_auto_liker. Short and dirty Python script to auto "swipe right" all Tinder profiles.

Yahoo-Finance-Stocklist-Scraper. Converts the full Yahoo Finance stocks list into a .csv file with ticker symbol, company name, exchange and country mapped.

MvTAe-Multivariate-Temporal-Autoencoder. This code demonstrates a multi-branch deep neural network approach to tackling the problem of multivariate temporal sequence prediction by modelling a latent state vector representation of data windows through the use of a recurrent autoencoder and predictive model.

ImgResizeApi. Web API utilizing Python Flask, OpenCV & Numpy to dynamically re-size images.

keras-tools. A collection of tools and helper functions I've made for the Keras machine learning framework

Code-Line-Counter. Python script for iterating directory and outputting total line counts for all file types

Perceptron-Linear-Classifier. A simple single layer perceptron neural network classifier for linear classification

Neural-Network-OCR. A multi-layer neural network in Python to recognise characters from the MNIST dataset

zerow-motion-cam. Simple motion detection code for use with Raspberry Pi ZeroW and PiCamera

R-Datastream. Simple framework library for communicating between Thompson Reuters Datastream service API and R

Fast-Parquet-Viewer. Parquet file viewer made in Rust and compiled for Windows. Has a modern interface that opens extremely fast and can be bound to .parquet files to make it the default app for opening parquet files.

Websocket-Market-Data-Collector. Java based websocket data collector for crypto L2 market data saving to HDF5 files