A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
created at May 19, 2019, 10:20 p.m.
Sources codes for: Mastering Python for Finance, Second Edition
created at Aug. 14, 2018, 12:16 p.m.
Train and Deploy an ML REST API to predict crypto prices, in 10 steps
created at May 16, 2023, 10:36 a.m.
Genetic Algorithm for solving optimization of trading strategies using Gekko
created at Nov. 8, 2017, 2:45 a.m.
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
created at Aug. 24, 2018, 7:19 a.m.
Tulip Node is the official node.js wrapper for Tulip Indicators. It provides over 100 technical analysis overlay and indicator functions.
created at Dec. 20, 2016, 9:44 p.m.
Batch backtest, import and strategy params optimalization for Gekko Trading Bot. With one command you will run any number of backtests.
created at Feb. 25, 2018, 9:49 p.m.
ML powered analytics engine for outlier detection and root cause analysis.
created at May 27, 2021, 8:13 a.m.
Node.js native library performing technical analysis over an OHLC dataset with use of genetic algorithm
created at Feb. 28, 2016, 10:16 p.m.
Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
created at Feb. 23, 2019, 12:01 p.m.
Scalable machine 🤖 learning for time series forecasting.
created at April 26, 2021, 8:58 p.m.
Trading Environment(OpenAI Gym) + PPO(TensorForce)
created at Aug. 25, 2018, 10:38 a.m.
Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot
created at April 8, 2018, 2:06 p.m.
Arbitrage bot that currently works on bittrex & poloniex
created at Aug. 10, 2017, 2 a.m.
An UI port for gekko trading bot using Quasar framework.
created at March 10, 2018, 10:29 a.m.
Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019
created at April 22, 2019, 10:03 a.m.