algorithmictradinglstm Goto Github PK
Name: Algorithmic Trading & Machine Learning
Type: Organization
Name: Algorithmic Trading & Machine Learning
Type: Organization
Mostly experiments based on "Advances in financial machine learning" book
Algorithmic Trading program, that uses Genetic Programming and Genetic Algorithms to predict stock prices.
Simulates stock market trading with an emphasis on automated trading.
Quant/Algorithm trading resources with an emphasis on Machine Learning
Using deep actor-critic model to learn best strategies in pair trading
Algorithmic trading with deep learning experiments
A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python
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).
Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.
Repositorio de trabajo de los integrantes de la comunidad Data Science Research Perรบ
A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python
autotrading tool
Crawling KOSPI and KOSDAQ stock price from Naver Stock
Self-hosted crypto trading bot (automated high frequency market making) in node.js, angular, typescript and c++
A trading bot that utilizes a Long Short Term Memory (LSTM) Neural Network and other analysis methods
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
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
Using python and scikit-learn to make stock predictions
A fictitious stock trading microtrader application
Using multidimensional LSTM neural networks to create a forecast for Bitcoin price
Releases of the BitMEX <-> NinjaTrader Adapter.
Code for researching and backtesting pairs trading
http://pythonprogramming.net/machine-learning-pattern-recognition-algorithmic-forex-stock-trading/
Quantatative Trading Algorithm based on sentiment analysis of recent news.
Random-Portfolio-vs-Benchmark-Strategy
This is a library to use with Robinhood Financial App. It can be used to buy and sell stocks, get real time ticker information, assess the performance of your portfolio, and can also get tax documents, total dividends paid, and more. More info at
:chart_with_upwards_trend: NodeJS client for Robinhood Trading :fire:
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/
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.