Azrulfy's repositories
data_server
Exposes MT4 data to web.
SharkStock
Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to choose an action to sell, buy, or hold the stocks to maximize the gain in asset value. The paper also acknowledges the need for a system that predicts the trend in stock value to work along with the reinforcement learning algorithm. We implement a sentiment analysis model using a recurrent convolutional neural network to predict the stock trend from the financial news. The objective of this paper is not to build a better trading bot, but to prove that reinforcement learning is capable of learning the tricks of stock trading.
AlgorithmicTrading
Select a supervised algorithm that can predict stock prices of historical data based on the predictors (statistical indicators). Accordingly formulate a trading strategy based on predicted values to generate orders on same historical training set to backtest how much portfolio would have increased. Select the combination of Machine learning algorithm and Trading strategy to maximize gain for future orders placed automatically via the program.
ANN-Trader-MetaTrader
Trading system with Artificial Neural Network. Built with Matlab for MetaTrader 5
BitcoinTradingAlgorithmToolkit
A framework for logging, simulating, and analyzing prices of currencies on various exchanges using technical analysis, fuzzy logic, and neural networks.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Forex-app
Learning platform to learn about Forex trading.
Logistic-Regression-to-Predict-the-SP500
(Python) Logistic regression to predict the S&P 500 using Python
LSTM-GA-StockTrader
A trading bot that utilizes a Long Short Term Memory (LSTM) Neural Network and other analysis methods
lstm_stock_prediction
This is an LSTM stock prediction using Tensorflow with Keras on top.
MQL4-Command
A module for using the Windows cmd command with MQL4 programming.
mql4zmq
MQL4 bindings for ZeroMQ
MT4toExcel
A library for MQL4 to use to send data to, and read from, Microsoft Excel.
MT4toMySQL
MT4 to MYSQL indicator
Multilabel-timeseries-classification-with-LSTM
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
NinjaTrader-BidAskMarketProfile
(C#) An interesting enhancement is adding the bid and ask size differential horizontally next to each candlestick. The idea is easy to grasp, when excessive offers overcome bids, the price tends to fall, and, in the opposite scenario, rise. This is obvious on the quote monitor but tedious to follow. Displaying it on the chart is clear and may enhance existing trading systems.
NinjaTrader-Custom-Buttons
(C#) For the semi-discretionary trader, there is a feature lacking in NinjaTrader which is easily remedied with a little C# code: customizable buttons to trigger strategies. If you watch the charts to initiate a trading decision but use complex entry, positioning and stop methodology, being able to trigger a strategy manually may be of great use. For example, you can create two buttons tied to a dynamic strategy that buys a tick above the high or sells a tick below the low of the last closed bar. Before sending out the order, you can calculate the size dynamically according to the market, buying power, and/or size of the signal bar. Caution! This code will send orders in NT, do not use if you don't know what you are doing!! This is as is, the risk is yours.
Object-Detection
Leverage TensorFlow's object detection with Watson Visual Recognition
OpenTrader
OpenTrader
OTMql4Fix
Open Trading Metaquotes4 FIX Bridge
OTMql4Py
Open Trading Metatrader 4 Python Integration
py-metatrader
metatrader library for metatrader
ShadowRecord
Create and manage virtual trade records.
signum
forex signals
StockPredictionRNN
High Frequency Trading Price Prediction using LSTM Recursive Neural Networks