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@algorithmictradinglstm Algorithmic Trading & Machine Learning

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    51 repositories

    • streamlit-manizales-tech-talks

      Public
      Python
      •
      MIT License
      •3•0•0•0•Updated Feb 5, 2022Feb 5, 2022

    • talks

      Public
      Collection of material I've used on some of my demos.
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Oct 27, 2021Oct 27, 2021

    • ECR-High-Frequency-Trading-Model-with-IB

      Public
      A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python
      Python
      •
      MIT License
      •10•2•0•0•Updated Jul 24, 2019Jul 24, 2019

    • ECR-Pattern-Recognition-for-Forex-Trading

      Public
      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 simila…
      Python
      •
      MIT License
      •7•4•0•0•Updated Jul 24, 2019Jul 24, 2019

    • ECR-Tensorflow-for-Stock-Prediction

      Public
      Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.
      Jupyter Notebook
      •5•2•0•0•Updated Jul 24, 2019Jul 24, 2019

    • Random-Portfolio-vs-Benchmark-Strategy-master

      Public
      Random-Portfolio-vs-Benchmark-Strategy
      Python
      •
      MIT License
      •0•3•0•0•Updated Jul 24, 2019Jul 24, 2019

    • LSTM-Neural-Network-for-Time-Series-Prediction-master

      Public
      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
      Python
      •
      GNU Affero General Public License v3.0
      •9•11•0•0•Updated Jul 24, 2019Jul 24, 2019

    • Krypto-trading-bot

      Public
      Self-hosted crypto trading bot (automated high frequency market making) in node.js, angular, typescript and c++
      C++
      •
      Other
      •828•0•0•0•Updated Jul 23, 2019Jul 23, 2019

    • Stock-Prediction-Models

      Public
      Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
      Jupyter Notebook
      •
      Apache License 2.0
      •2.9k•29•0•0•Updated Jul 13, 2019Jul 13, 2019

    • StockPrediction_Transformer

      Public
      Intra day Stock Prediction 10 minutes into the future
      Jupyter Notebook
      •30•1•0•0•Updated Jun 16, 2019Jun 16, 2019

    • Trady

      Public
      Trady is a handy library for computing technical indicators, and it targets to be an automated trading system that provides stock data feeding, indicator computing, strategy building and automatic trading. It is built based on .NET Standard 2.0.
      C#
      •
      Apache License 2.0
      •184•0•0•0•Updated Jun 7, 2019Jun 7, 2019

    • microtrader

      Public
      A fictitious stock trading microtrader application
      Java
      •
      MIT License
      •513•0•0•0•Updated May 20, 2019May 20, 2019

    • Awesome-Quant-Machine-Learning-Trading

      Public
      Quant/Algorithm trading resources with an emphasis on Machine Learning
      574•7•0•0•Updated May 19, 2019May 19, 2019

    • stock_market_indicators

      Public
      A small Python library with most common stock market indicators
      Python
      •107•1•0•0•Updated May 10, 2019May 10, 2019

    • Stock-Trading-Environment

      Public
      A custom OpenAI gym environment for simulating stock trades on historical price data.
      Python
      •
      MIT License
      •297•0•0•0•Updated May 4, 2019May 4, 2019

    • Stock-Trading-Visualization

      Public
      A simple, yet elegant visualization of our stock trading RL agent environment.
      Python
      •
      MIT License
      •111•0•0•0•Updated May 3, 2019May 3, 2019

    • robin_stocks

      Public
      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
      Python
      •
      MIT License
      •491•0•0•0•Updated May 1, 2019May 1, 2019

    • LSTM-Neural-Network-for-Time-Series-Prediction

      Public
      LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
      Python
      •
      GNU Affero General Public License v3.0
      •2k•0•0•0•Updated Apr 30, 2019Apr 30, 2019

    • stock-analysis-engine

      Public
      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 +…
      Jupyter Notebook
      •260•6•0•0•Updated Apr 19, 2019Apr 19, 2019

    • robinhood-node

      Public
      📈 NodeJS client for Robinhood Trading 🔥
      JavaScript
      •
      MIT License
      •185•0•0•0•Updated Apr 3, 2019Apr 3, 2019

    • trump2cash

      Public
      A stock trading bot powered by Trump tweets
      Python
      •
      Apache License 2.0
      •875•0•0•0•Updated Mar 31, 2019Mar 31, 2019

    • MachineLearningStocks

      Public
      Using python and scikit-learn to make stock predictions
      Python
      •
      MIT License
      •515•0•0•0•Updated Mar 14, 2019Mar 14, 2019

    • Predicting-Stock-Prices-with-Linear-Regression

      Public
      Jupyter Notebook
      •57•0•0•0•Updated Mar 12, 2019Mar 12, 2019

    • Advanced-Deep-Trading

      Public
      Mostly experiments based on "Advances in financial machine learning" book
      Jupyter Notebook
      •216•1•0•0•Updated Feb 26, 2019Feb 26, 2019

    • trading-with-python

      Public
      Code that is (re)usable in in daily tasks involving development of quantitative trading strategies.
      Python
      •
      Other
      •135•3•0•0•Updated Dec 9, 2018Dec 9, 2018

    • Twitter-and-R-Stock-analysis

      Public
      This is a sample exercise carried out to analyze Indian Stock market data using R and Twitter
      6•0•0•0•Updated Nov 26, 2018Nov 26, 2018

    • StockSentimentTrading

      Public
      Algorithmic Trading using Sentiment Analysis on News Articles
      Jupyter Notebook
      •92•0•0•0•Updated Nov 25, 2018Nov 25, 2018

    • ninjatrader-bitmex

      Public
      Releases of the BitMEX <-> NinjaTrader Adapter.
      26•1•0•0•Updated Sep 28, 2018Sep 28, 2018

    • Deep-Trading

      Public
      Algorithmic trading with deep learning experiments
      OpenEdge ABL
      •694•1•0•0•Updated Aug 7, 2018Aug 7, 2018

    • GithubParticipantes

      Public
      Repositorio de trabajo de los integrantes de la comunidad Data Science Research Perú
      17•0•0•0•Updated Jul 21, 2018Jul 21, 2018