Professor Ernesto C.R., George Washington University (www.gwu.edu)'s repositories
ECR-Pattern-Recognition-for-Forex-Trading
Machine Learning and Pattern Recognition for Algorithmic Forex and Stock Trading: Machine learning in any form, including pattern recognition, has of course many uses from voice and facial recognition to medical research. In this case, our question is whether or not we can use pattern recognition to reference previous situations that were similar in pattern. If we can do that, can we then make trades based on what we know happened with those patterns in the past and actually make a profit? To do this, we're going to completely code everything ourselves. If you happen to enjoy this topic, the next step would be to look into GPU acceleration or threading. We're only going to need Matplotlib (for data visualization) and some NumPy (for number crunching), and the rest is up to us. Python is naturally a single-threaded language, meaning each script will only use a single cpu (usually this means it uses a single cpu core, and sometimes even just half or a quarter, or worse, of that core).
ECR-LSTM-Neural-Network-for-Time-Series-Prediction
LSTM Neural Network for Time Series Prediction (master): LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data.
ECR-High-Frequency-Trading-Model-with-IB
A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python
ECR-Tensorflow-for-Stock-Prediction
Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.
Etherum_Futures
Etherum Futures
How-to-Predict-Stock-Prices-Easily-Demo
How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube
voice32-stock_market_indicators
The functions in this library accept the data in Pandas DataFrame format. The data should contain OPEN, HIGH, LOW, CLOSE and VOLUME columns. See the comments for each function for the list of required columns. Their default names are hardcoded in functions' params, however you may supply your own column names, if they are different. Sometimes you would also need to provide periods over which to calculate the indicator values. However, for all of them the default (recommended) values are pre-assigned.
100_Days_of_ML_Code
These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube
21.09.24.R.Lab06-Objects_Classes
Laboratorio 06 de R Objects Classes
21.09.25.R.Lab08.Project_importingData
Laboratory 08 Importing Data in R
21.09.25.R.Lab10-RegularExpressions
Laboratory 10 - Regular Expressions in R
Awesome-AI
A curated list of awesome things related to artificial intelligence tools around the world wide web
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
COVID_19_PERU
Intento de armar un handbook para centralizar información e iniciativas sobre el COVID-19
data_pob_identificada
Data población identificada
DataSciencePython
common data analysis and machine learning tasks using python
DeepNote_StockChart
DeepNote_StockChart
ECR-Machine-Learning-Stocks
Machine Learning Stocks: Using python and scikit-learn to make stock predictions
ECR-Stocky
Machine Learning Stock Trading Risk Analysis (Spring 2017)
Linear_Regression
Linear Regression
machinelearning-samples
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
Multidimensional-LSTM-BitCoin-Time-Series-master
Multidimensional LSTM BitCoin Time-Series (master): Using multidimensional LSTM neural networks to create a forecast for Bitcoin price.
okama-dash
Python financial widgets with okama and Dash (plotly)
Python_Advanced
Python Advanced Laboratory
Stock-Market-Analysis-And-Forecasting-Using-Deep-Learning
This is a project on "Stock-Market-Analysis-And-Forecasting-Using-Deep-Learning" using Pytorch, python, deep learning, gru, plotly
Yahoo-Finance_Stocklist-Scraper
Yahoo-Finance Stocklist-Scraper: Converts the full Yahoo Finance stocks list into a .csv file with ticker symbol, company name, exchange and country mapped
zipline
Zipline, a Pythonic Algorithmic Trading Library