Pinned Repositories
deeptrading
Deep Neural Network Trading collection of Tensorflow Jupyter notebooks
deeptrading-tfserving-python
Tensorflow serving client implementation for trading.
finmarketpy
Python library for backtesting trading strategies and analyzing financial markets
genotick
Artificial Intelligence Data Analysis
mql5-json-api
MQL5-JSON-API server for trading community
mql5_zmq_backtrader
Python Metatrade MQL5 - Zmq - Backtrader bridge
tickconverter-dukascopy-metatrader4
Automatically exported from code.google.com/p/tickconverter-dukascopy-metatrader4
trading-gym-1
This trading-gym is the first trading for agent to train with episode of short term trading itself.
trump2cash
A stock trading bot powered by Trump tweets
parrondo's Repositories
parrondo/AIAlpha
Use unsupervised and supervised learning to predict stocks
parrondo/Backtrader-MQL5-API
Python Backtrader - Metaquotes MQL5 - API
parrondo/blog
Code and data for my blogs
parrondo/building-machine-learning-pipelines
Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson
parrondo/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.
parrondo/DeepTrade
A LSTM model using Risk Estimation loss function for stock trades in market
parrondo/DeepTrade_keras
parrondo/DQN-DDPG_Stock_Trading
Using DQN/DDPG for stock trading. Xiong, Z., Liu, X.Y., Zhong, S., Yang, H. and Walid, A., 2018. Practical deep reinforcement learning approach for stock trading, NeurIPS 2018 AI in Finance Workshop.
parrondo/dukascopy-tools
📈Download historical market price data via Node.js and CLI
parrondo/FinancialVision
FinancialVision
parrondo/FinRL-Library
A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance
parrondo/fx-trade
Free, open source forex trading bot integrated with Oanda and Telegram, with the possibility to implement machine learning and reinforcement learning strategies, besides classical ones.
parrondo/fx_systrade
FX system trade programs
parrondo/gs-quant
Python toolkit for quantitative finance
parrondo/gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
parrondo/HTFE-tensortrade
Tensortrade project for reinforcement learning in futures market
parrondo/investpy
Financial Data Extraction from Investing.com with Python
parrondo/MLCNN-Multivariate-Time-Series
Codes for Multi-Level Construal Neural Network framework
parrondo/Momentum-Trading-Example
An example algorithm for a momentum-based day trading strategy.
parrondo/Portfolio-Selection-Using-Genetic-Algorithm
parrondo/Research-1
Open sourced research notebooks by the QuantConnect team.
parrondo/stock-analysis-engine
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
parrondo/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis
Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall
parrondo/Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
parrondo/Stock-Prediction-Portfolio-Optimization
A Streamlit based application to predict future Stock Price and pipeline to let anyone train their own multiple Machine Learning models on multiple stocks to generate Buy/Sell signals. This is a WIP and I will keep on adding new ideas to this in future.
parrondo/tensortrade
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
parrondo/Tutorials-1
Jupyter notebook tutorials from QuantConnect website for Python, Finance and LEAN.
parrondo/wsae-lstm
implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)
parrondo/zorro
parrondo/Zorro_scripts
Collection of scripts for Zorro Trading