There are 15 repositories under bitcoin-price-prediction topic.
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
CryptoCurrency prediction using machine learning and deep learning
CryptoCurrency prediction using Deep Recurrent Neural Networks
This project focuses on predicting the prices of Bitcoins, the most in-demand cryptocurrency of today's world.
Python Bitcoin is widely used cryptocurrency for digital market. It is decentralised that means it is not own by government or any other company.Transactions are simple and easy as it doesn’t belong to any country.Records data are stored in Blockchain.Bitcoin price is variable and it is widely used so it is important to predict the price of it for making any investment.This project focuses on the accurate prediction of cryptocurrencies price using neural networks. We’re implementing a Long Short Term Memory (LSTM) model using keras; it’s a particular type of deep learning model that is well suited to time series data (or any data with temporal/spatial/structural order e.g. movies, sentences, etc.).We have used different activation function for analysing the efficiency of the system.Instead of historical data we are using live streaming data for better accuracy.
Recurrent Neural Network (RNN), LSTM (Long Short-Time Memory), Bitcoin, Google Trends, Prediction, Deep Learning
A dockerized prediction API for crypto.
Forex price movement forecast
bitcoin prediction algorithms
Bitcoin price prediction using ARIMA Model.
Monte Carlo simulation of asset price
Bitcoin Price Prediction using Recurrent Neural Networks
Developed a binary classification algorithm for Bitcoin price prediction at different frequencies ( daily price and 5-minutes interval price) using different machine techniques model in Python
Predict bitcoin price using gold and S&P 500 data implementing LSTM, Gradient Boosting Regression, and Random Forest
In this project, analysis and prediction of the bitcoin price was carried out as part of a project to research artificial intelligence in finance in the scope of Interactive ML course at Augsburg University
Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money
SimBit - Simple Bitcoin Prediction Ai. This Ai Model uses historical Bitcoin price data to predict future prices.
LSTM (Long Short-Term Network) is a kind of Recurrent Neural Network which used in the field of deep learning. Traditional neural networks can't remember previous inputs. But Recurrent Neural Networks enable us to learn from previous sequence input datas. A LSTM unit is composed of a cell, an input gate, an output gate and a forget gate.
Bitcoin price prediction using jerk equation.
This thesis aims to test an innovative and untested approach to classify the price of Bitcoin in a way that can later be used on algorithmic trading scenarios by using a 2D Convolutional Neural Network.
In this project we will explore about Bitcoin and also we will predict the price of bitcoin using Machine Learning algorithm..Here we will use LSTM model in Tensorflow to build our model and then we will predict the bitcoin price.
Bitcoin price prediction
Serverless Data Engineering Pipeline about predicting Bitcoin price and clustering community review
Epoca Compose is a CLI designed to perform sensitive operations and can run without an active Internet connection, takes care of managing the project's containers by making use of Docker Compose and interacts directly with the server through SSH.
Epoca Core API is a RESTful API that can be interacted with through the GUI. It is designed to manage the platform as well as the implementation of the Value Averaging Strategy.
Epoca GUI is a Progressive Web Application designed to interact with the Core API through HTTP Requests.
Epoca Prediction is an API designed to implement and serve the Prediction Model generated in the Epoch Builder.
The Epoch Builder is a cluster of machines designed to train and evaluate many Prediction Models. It also outputs an Epoch File that can be installed in Epoca's Platform.
A short project to predict the future price of the cryptocurrency 'Bitcoin'.
Bitcoin price prediction using LSTM, RNN, Neural prophet