paulcodrea / crypto_price_prediction
Bitcoin price prediction using both traditonal machine learning and deep learning techniques, based on historical price and sentiment extracted from Twitter posts. Fear of missing out analysis after Elon Musk tweeted about Dogecoin.
☆35Updated 2 years ago
Alternatives and similar repositories for crypto_price_prediction:
Users that are interested in crypto_price_prediction are comparing it to the libraries listed below
- Bitcoin price prediction using twitter sentiment analysis☆38Updated 4 years ago
- trading strategy is a fixed plan to go long or short in markets, there are two common trading strategies: the momentum strategy and the …☆57Updated 5 years ago
- Predict bitcoin values using social sentiments (e.g. news and reddit posts)☆64Updated 2 years ago
- ☆24Updated last year
- Stock price prediction with LSTM adding sentiment analysis of some associated online news.☆16Updated 3 years ago
- I will be considering the google stocks data and will create a LSTM network for prediction.☆33Updated last year
- Analysis of Twitter Sentiment to discover correlations with Bitcoin and other cryptocurrencies☆106Updated 6 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆27Updated 5 years ago
- In this project, I had backtested the cross-over trading strategy on Google Stock from Jan 2016 to June 2020. By using historical time-se…☆43Updated 4 years ago
- Developed a deep learning model that allows trading firms to analyze large patterns of stock market data and look for possible permutatio…☆60Updated 5 years ago
- Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.☆67Updated 6 years ago
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆37Updated 3 years ago
- Predictive algorithm for forecasting the mexican stock exchange. Machine Learning approach to forecast price and Indicator behaviours of …☆38Updated 2 years ago
- Python library - detection of support and resistance trendlines for technical analysis. With tuning parameters and plotting capabilities☆88Updated 3 months ago
- CryptoCurrency prediction using machine learning and deep learning☆177Updated last year
- This project used GARCH type models to estimate volatility and used delta hedging method to make a profit.☆65Updated 5 years ago
- High Frequency Trading (HFT) done using the Alpaca Trade API and Python.☆25Updated 5 years ago
- Mean-Variance Optimization using DL (pytorch)☆30Updated 2 years ago
- Backtesting an algorithmic trading strategy using Machine Learning and Sentiment Analysis.☆43Updated 2 years ago
- 😲🤑Method for Investors and Traders to make Buying and Selling Decisions. 😄Fundamental hare Market Analysis is about using Real data to…☆63Updated 4 years ago
- Stock Market Price Prediction: Used machine learning algorithms such as Linear Regression, Logistics Regression, Naive Bayes, K Nearest N…☆23Updated 4 years ago
- ☆33Updated 4 years ago
- Cryptocurrency Trading Bot helps to backtest with Machine Learning Models and use it for trading the crypto☆26Updated last year
- A python script that estimates the support and resistance lines of a stock's prices or a period☆72Updated 4 years ago
- RSI divergence detector finds regular and hidden bullish and bearish divergences☆97Updated last year
- The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using t…☆60Updated 3 years ago
- An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms☆42Updated 6 years ago
- Crypto trading bot using FinRL reinforcement learning model☆24Updated 3 years ago
- CryptoCurrency prediction using Deep Recurrent Neural Networks☆94Updated 2 years ago
- In this project, we implement and compare the performance of several machine learning and deep learning algorithms in predicting the US s…☆53Updated 4 years ago