fmilthaler | GitHub owners | Ecosyste.ms: Repos

fmilthaler/FinQuant

A program for financial portfolio management, analysis and optimisation.

Language: Python - Size: 1.16 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 1,264 - Forks: 184

fmilthaler/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN- Fork of deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-

Project analyzes Amazon Stock data using Python. Feature Extraction is performed and ARIMA and Fourier series models are made. LSTM is used with multiple features to predict stock prices and then sentimental analysis is performed using news and reddit sentiments. GANs are used to predict stock data too where Amazon data is taken from an API as Generator and CNNs are used as discriminator.

Size: 4.71 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 4 - Forks: 1

fmilthaler/Thesis-LaTeX-Template

This is a generic LaTeX template for dissertations (layout according to Imperial College London).

Language: TeX - Size: 306 KB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 11 - Forks: 3

fmilthaler/Stock-Selection-a-Framework Fork of jaydu1/Stock-Selection-a-Framework

This project demonstrates how to apply machine learning algorithms to distinguish "good" stocks from the "bad" stocks.

Size: 40.5 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 5 - Forks: 1

fmilthaler/Stanford-Project-Predicting-stock-prices-using-a-LSTM-Network Fork of duemig/Stanford-Project-Predicting-stock-prices-using-a-LSTM-Network

Stanford Project: Artificial Intelligence is changing virtually every aspect of our lives. Today’s algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is an exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Models that explain the returns of individual stocks generally use company and stock characteristics, e.g., the market prices of financial instruments and companies’ accounting data. These characteristics can also be used to predict expected stock returns out-of-sample. Most studies use simple linear models to form these predictions [1] or [2]. An increasing body of academic literature documents that more sophisticated tools from the Machine Learning (ML) and Deep Learning (DL) repertoire, which allow for nonlinear predictor interactions, can improve the stock return forecasts [3], [4] or [5]. The main goal of this project is to investigate whether modern DL techniques can be utilized to more efficiently predict the movements of the stock market. Specifically, we train a LSTM neural network with time series price-volume data and compare its out-of-sample return predictability with the performance of a simple logistic regression (our baseline model).

Size: 5.07 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 3 - Forks: 1

fmilthaler/q-trader Fork of edwardhdlu/q-trader

Deep Q-learning driven stock trader bot

Size: 643 KB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

fmilthaler/self-driving-car Fork of llSeedll/self-driving-car

Self Driving car implementation using CNN

Language: Python - Size: 28.1 MB - Last synced: 10 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 1

fmilthaler/RPi-Breadboard-Tuts

Tutorial sessions with the Raspberry Pi and breadboard

Language: Python - Size: 109 KB - Last synced: 10 months ago - Pushed: almost 9 years ago - Stars: 0 - Forks: 0

fmilthaler/PAIGCP Fork of cxbxmxcx/PAIGCP

Course content for Practical AI on the Google Cloud Platform

Size: 727 KB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

fmilthaler/Numerical-methods-1 Fork of ggorman/Numerical-methods-1

First numerical methods course for geoscience undergraduates

Language: Jupyter Notebook - Size: 7.47 MB - Last synced: 10 months ago - Pushed: over 8 years ago - Stars: 0 - Forks: 0

fmilthaler/HTMLParser

Python class to scrap and parse a webpage (using requests, BeautifulSoup4), mainly for converting tables to pandas.DataFrame

Language: Python - Size: 4.88 KB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

fmilthaler/HPCMonitor

Automatisation of tasks associated with running jobs on HPC systems, e.g. estimation of required number of cores, data analysis/crunching, text processing, error checking, automatic e-mail reports. Essential when thousands of simulations are running simultaneously.

Language: Python - Size: 172 KB - Last synced: 10 months ago - Pushed: almost 9 years ago - Stars: 1 - Forks: 0

Ecosyste.ms: Repos

GitHub / fmilthaler 19 repositories

fmilthaler/FinQuant

fmilthaler/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN- Fork of deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-

fmilthaler/Thesis-LaTeX-Template

fmilthaler/Stock-Selection-a-Framework Fork of jaydu1/Stock-Selection-a-Framework

fmilthaler/Stanford-Project-Predicting-stock-prices-using-a-LSTM-Network Fork of duemig/Stanford-Project-Predicting-stock-prices-using-a-LSTM-Network

fmilthaler/q-trader Fork of edwardhdlu/q-trader

fmilthaler/self-driving-car Fork of llSeedll/self-driving-car

fmilthaler/RPi-Breadboard-Tuts

fmilthaler/PAIGCP Fork of cxbxmxcx/PAIGCP

fmilthaler/Numerical-methods-1 Fork of ggorman/Numerical-methods-1

fmilthaler/HTMLParser

fmilthaler/HPCMonitor

fmilthaler/FundamentalAnalysis Fork of JerBouma/FinanceToolkit

fmilthaler/Deep-Reinforcement-Stock-Trading Fork of Albert-Z-Guo/Deep-Reinforcement-Stock-Trading

fmilthaler/DAKOTA-Fluidity-examples

fmilthaler/moderncvstyles

fmilthaler/fmilthaler.github.io

fmilthaler/turbine-geometry-automagic

fmilthaler/py2pgftable