SC4RECOIN / LSTM-Crypto-Price-PredictionView external linksLinks
Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot
☆356Aug 10, 2021Updated 4 years ago
Alternatives and similar repositories for LSTM-Crypto-Price-Prediction
Users that are interested in LSTM-Crypto-Price-Prediction are comparing it to the libraries listed below
Sorting:
- Building a population of models that trade crypto and mutate iteratively☆163Mar 9, 2021Updated 4 years ago
- Catch breakouts by opening positions based on the previous day's range. Popularized by Larry Williams.☆26Sep 13, 2023Updated 2 years ago
- High(ish) frequency trading bot for cryptocurrencies, using Machine Learning for future price predictions☆388Feb 20, 2019Updated 6 years ago
- A cryptocurrency written in typescript☆11Apr 14, 2019Updated 6 years ago
- A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.☆179Sep 28, 2019Updated 6 years ago
- Pull price targets from IEXCloud and paper trade on Alpaca 🦙☆13Dec 8, 2020Updated 5 years ago
- Experimental triangular arbitrage bot for high frequency crypto trading☆16Jun 21, 2018Updated 7 years ago
- Predict Cryptocurrency Price with Deep Learning☆1,023Mar 10, 2023Updated 2 years ago
- A skeleton for creating a neuro-evolution reinforcement learning trading bot with a Keras neural network.☆98Jul 20, 2018Updated 7 years ago
- Building a High Frequency Trading Engine with Neural Networks☆12Apr 2, 2018Updated 7 years ago
- Bitmex orderbooks saving + (neural) trading signal generator + backtesting etc.☆33Dec 27, 2022Updated 3 years ago
- Trend Prediction for High Frequency Trading☆42Dec 8, 2022Updated 3 years ago
- Analysis of High Frequency Trading on Bitcoin exchanges☆169Aug 21, 2017Updated 8 years ago
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆270Dec 8, 2022Updated 3 years ago
- OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network☆615Mar 30, 2023Updated 2 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Jun 22, 2016Updated 9 years ago
- Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms☆164May 27, 2018Updated 7 years ago
- oTree app for financial market experiments with high frequency trading☆28Aug 28, 2023Updated 2 years ago
- A bot that makes profit of the best crypto Arbitrage opportunities on the market☆249Jul 22, 2023Updated 2 years ago
- Limit Order Book for high-frequency trading (HFT) strategies using data science approaches☆23Dec 12, 2021Updated 4 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆28Apr 12, 2019Updated 6 years ago
- Artificial intelligence machine learning crypto trading bot☆26Jun 30, 2020Updated 5 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆254Dec 8, 2022Updated 3 years ago
- Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.☆418Oct 29, 2019Updated 6 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,838Feb 11, 2024Updated 2 years ago
- Deep learning for price movement prediction using high frequency limit order data☆39Oct 8, 2018Updated 7 years ago
- High Frequency Trading Strategy☆12Dec 20, 2018Updated 7 years ago
- In the high-frequency era of trading, orders of stocks can be executed under a millsecond. The information about the thousands of orders …☆10Mar 30, 2016Updated 9 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆10Apr 8, 2020Updated 5 years ago
- Order Imbalance Trading Simulation R Code☆16Sep 9, 2019Updated 6 years ago
- Mostly experiments based on "Advances in financial machine learning" book☆565Nov 29, 2020Updated 5 years ago
- Cryptocurrency trading bot that uses an LSTM to predict price trends☆23Dec 28, 2017Updated 8 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆422Dec 8, 2022Updated 3 years ago
- Crypto Trading Bots in Python - Triangular Arbitrage, Beginner & Advanced Cryptocurrency Trading Bots Written in Python☆1,422Jun 26, 2023Updated 2 years ago
- Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting☆661Dec 28, 2025Updated last month
- Multi-asset, multi-strategy, event-driven trading platform for running low to medium freq strategies at many venues simultaneously with p…☆645Jul 6, 2023Updated 2 years ago
- Trading Strategy on S&P500 with different method (Linear Regression, XGBOOST, LSTM, HMM☆10May 11, 2020Updated 5 years ago
- Backtesting tool on tick data☆11Jan 30, 2017Updated 9 years ago
- Use total, upper, down, relative volatility factors to find Alpha. Implement whole trading process & back-test with visualization.☆12May 30, 2021Updated 4 years ago