Forecasting Bitcoin Price and pratice some time-series feature engineering
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Updated
Apr 23, 2024 - Jupyter Notebook
Forecasting Bitcoin Price and pratice some time-series feature engineering
A dockerized prediction API for crypto.
Bitcoin price prediction using LSTM, RNN, Neural prophet
SimBit - Simple Bitcoin Prediction Ai. This Ai Model uses historical Bitcoin price data to predict future prices.
Epoca GUI is a Progressive Web Application designed to interact with the Core API through HTTP Requests.
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 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.
Bitcoin price prediction
CryptoCurrency prediction using machine learning and deep learning
Predict bitcoin price using gold and S&P 500 data implementing LSTM, Gradient Boosting Regression, and Random Forest
CryptoCurrency prediction using Deep Recurrent Neural Networks
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.
Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money
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.
Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money
A short project to predict the future price of the cryptocurrency 'Bitcoin'.
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.
Bitcoin price prediction using ARIMA Model.
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