jaungiers/Perceptron-Linear-Classifier

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Created about 9 years ago
Updated about 9 years ago

jaungiers/Perceptron-Linear-Classifier

jaungiers

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A simple single layer perceptron neural network classifier for linear classification

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

Jupyter Notebook

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.

Random-Portfolio-vs-Benchmark-Strategy

Python Monte Carlo Simulation to model returns from randomly generated portfolios against a benchmark index.

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.

Jupyter Notebook

Code-Line-Counter

Python script for iterating directory and outputting total line counts for all file types

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

R-Datastream

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

Neural-Network-OCR

A multi-layer neural network in Python to recognise characters from the MNIST dataset