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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
      •11•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 man…
      Python
      •
      MIT License
      •7•5•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…
      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
      •827•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
      •3.1k•31•0•0•Updated Jul 13, 2019Jul 13, 2019

    • StockPrediction_Transformer

      Public
      Intra day Stock Prediction 10 minutes into the future
      Jupyter Notebook
      •31•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 comput…
      C#
      •
      Apache License 2.0
      •183•0•0•0•Updated Jun 7, 2019Jun 7, 2019

    • microtrader

      Public
      A fictitious stock trading microtrader application
      Java
      •
      MIT License
      •501•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
      703•7•0•0•Updated May 19, 2019May 19, 2019

    • stock_market_indicators

      Public
      A small Python library with most common stock market indicators
      Python
      •106•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
      •292•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
      •105•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 p…
      Python
      •
      MIT License
      •549•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 performanc…
      Jupyter Notebook
      •271•6•0•0•Updated Apr 19, 2019Apr 19, 2019

    • robinhood-node

      Public
      :chart_with_upwards_trend: NodeJS client for Robinhood Trading :fire:
      JavaScript
      •
      MIT License
      •177•0•0•0•Updated Apr 3, 2019Apr 3, 2019

    • trump2cash

      Public
      A stock trading bot powered by Trump tweets
      Python
      •
      Apache License 2.0
      •856•0•0•0•Updated Mar 31, 2019Mar 31, 2019

    • MachineLearningStocks

      Public
      Using python and scikit-learn to make stock predictions
      Python
      •
      MIT License
      •540•0•0•0•Updated Mar 14, 2019Mar 14, 2019

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

      Public
      Jupyter Notebook
      •56•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
      •223•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
      •132•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
      •90•0•0•0•Updated Nov 25, 2018Nov 25, 2018

    • ninjatrader-bitmex

      Public
      Releases of the BitMEX <-> NinjaTrader Adapter.
      25•1•0•0•Updated Sep 28, 2018Sep 28, 2018

    • Deep-Trading

      Public
      Algorithmic trading with deep learning experiments
      OpenEdge ABL
      •683•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
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