bitcoin-price-prediction

There are 33 repositories under bitcoin-price-prediction topic.

  • shobrook/BitVision

    Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money

    Language:JavaScript1.2k40161194
  • sudharsan13296/Bitcoin-price-Prediction-using-LSTM

    Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network

    Language:Jupyter Notebook1242172
  • alimohammadiamirhossein/CryptoPredictions

    CryptoCurrency prediction using machine learning and deep learning

    Language:Python1156329
  • manthanthakker/BitcoinPrediction

    CryptoCurrency prediction using Deep Recurrent Neural Networks

    Language:Jupyter Notebook917231
  • dushyant18033/BTC-Price-Prediction-ML-Project

    This project focuses on predicting the prices of Bitcoins, the most in-demand cryptocurrency of today's world.

    Language:Python615017
  • melihbodur/Bitcoin_Analysis-

    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.

    Language:Jupyter Notebook482017
  • daniel-cortez-stevenson/crypto-predict

    A dockerized prediction API for crypto.

    Language:Jupyter Notebook355213
  • falaybeg/LSTM-Bitcoin-GoogleTrends-Prediction

    Recurrent Neural Network (RNN), LSTM (Long Short-Time Memory), Bitcoin, Google Trends, Prediction, Deep Learning

    Language:Python352112
  • ramtiin/Attention-Based-LSTM-Network-for-Predicting-Times-Series

    Forex price movement forecast

    Language:Jupyter Notebook29107
  • rahulworld/bitcoin-prediction

    bitcoin prediction algorithms

    Language:Jupyter Notebook243018
  • Pradnya1208/Bitcoin-Price-Prediction-using-ARIMA

    Bitcoin price prediction using ARIMA Model.

    Language:Jupyter Notebook19204
  • araujo88/montecarlo

    Monte Carlo simulation of asset price

    Language:Python17102
  • albert-espin/bitcoin-prediction

    Bitcoin Price Prediction using Recurrent Neural Networks

    Language:Python15504
  • Sumit2514/Bitcoin-Price-Prediction

    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

    Language:Jupyter Notebook10111
  • silverrainb/bitcoin-price-pred

    Predict bitcoin price using gold and S&P 500 data implementing LSTM, Gradient Boosting Regression, and Random Forest

    Language:HTML9206
  • paschok/AI-in-Finance

    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

    Language:Jupyter Notebook7102
  • BenWagner69/BitVision

    Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money

    Language:JavaScript6102
  • CorvusCodex/SimpleBitcoinPredictionAi

    SimBit - Simple Bitcoin Prediction Ai. This Ai Model uses historical Bitcoin price data to predict future prices.

    Language:Python5203
  • wendyminai/Bitcoin-Trend-Prediction

    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.

    Language:Python5310
  • araujo88/jerk_equation

    Bitcoin price prediction using jerk equation.

    Language:Python4211
  • jerryfane/bitcoin-price-prediction-with-2d-cnn

    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.

  • dm1trykrylov/btc-time-series

    Bitcoin price prediction

    Language:Jupyter Notebook3100
  • naruto-o/Bitcoin_price_prediction

    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.

    Language:Jupyter Notebook3100
  • manhbd-22022602/bitcoin-price-prediction

    Forecasting Bitcoin Price and pratice some time-series feature engineering

    Language:Jupyter Notebook110
  • PseudoKush/Bitcoin-Price-Prediction

    Language:Jupyter Notebook1111
  • yichenghuang980/Bitcoin

    Serverless Data Engineering Pipeline about predicting Bitcoin price and clustering community review

    Language:Jupyter Notebook1101
  • epoca-technology/epoca-compose

    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.

    Language:TypeScript0000
  • epoca-technology/epoca-core-api

    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.

    Language:TypeScript0000
  • epoca-technology/epoca-gui

    Epoca GUI is a Progressive Web Application designed to interact with the Core API through HTTP Requests.

    Language:TypeScript0000
  • epoca-technology/epoca-prediction-api

    Epoca Prediction is an API designed to implement and serve the Prediction Model generated in the Epoch Builder.

    Language:Python0000
  • epoca-technology/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.

    Language:JavaScript01
  • hritikb/bitcoin_price_prediction

    A short project to predict the future price of the cryptocurrency 'Bitcoin'.

    Language:Jupyter Notebook0100
  • khai88108/Bitcoinprediction

    Bitcoin price prediction using LSTM, RNN, Neural prophet

    Language:Jupyter Notebook