0xdarkman Goto Github PK
Type: User
Location: Cracow
Type: User
Location: Cracow
Policy Gradient algorithm from scratch in Python
Repository for portfolio management using Pytorch, SQLAlchemy and XArray. The management is done using the reinforcement learning algorithm "Soft Actor-Critic".
Our CSE 482 Project where we use sentiment analysis and quantity of tweet per given day to predict Bitcoin price
Reimplementation of https://github.com/ZhengyaoJiang/PGPortfolio
An attempt to predict Bitcoin price
An implementation of DDPG using PyTorch for algorithmic trading on Chinese SH50 stock market.
Python programs to practice or demonstrate skills.
Python quantitative trading strategies including Pattern Recognition, CTA, Monte Carlo, Options Straddle, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
A deep reinforcement learning model for portfolio management. For more info, check
Uses a random forest (RF) regression model to predict bitcoin prices 3 days ahead. Trained on data from 2010-2019.
Reinforcement Learning Algorithms with Python, Published by Packt
Trying to create Reinforcement Learning powered Bitcoin trading bot
An RL model that uses double deep Q learning to generate an optimal policy of stock market trades
This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture. This is for single stock prediction and backtesting, another RNN LSTM network and backtester for multiple-stock portfolio will be added soon.
Sample BitMEX Market Making Bot
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.
An experimental shell that handles file exfiltration, exploit injection and various other obnoxious tasks.
cryptocurruency trading bot
This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.
The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using transaction data from the Limit Order Book (LOB).
A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
Token contract with buy/sell/liquidity fees on base network
automatic portfolio management using deep reinforcement learning
A bot for buying and selling stocks/obligations/shorts which utilizes machine learning algorithm in combination with a web scraper and a database system. (WIP)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.