bitcoin-price-prediction
There are 15 repositories under bitcoin-price-prediction topic.
- Language:JavaScript 1219
alimohammadiamirhossein / CryptoPredictions
CryptoCurrency prediction using machine learning and deep learning
Language:Python 240sudharsan13296 / Bitcoin-price-Prediction-using-LSTM
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
Language:Jupyter Notebook 127manthanthakker / BitcoinPrediction
CryptoCurrency prediction using Deep Recurrent Neural Networks
Language:Jupyter Notebook 98dushyant18033 / BTC-Price-Prediction-ML-Project
This project focuses on predicting the prices of Bitcoins, the most in-demand cryptocurrency of today's world.
Language:Python 65melihbodur / 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 Notebook 50falaybeg / LSTM-Bitcoin-GoogleTrends-Prediction
Recurrent Neural Network (RNN), LSTM (Long Short-Time Memory), Bitcoin, Google Trends, Prediction, Deep Learning
Language:Python 39daniel-cortez-stevenson / crypto-predict
A dockerized prediction API for crypto.
Language:Jupyter Notebook 37ramtiin / Attention-Based-LSTM-Network-for-Predicting-Times-Series
Forex price movement forecast
Language:Jupyter Notebook 36Pradnya1208 / Bitcoin-Price-Prediction-using-ARIMA
Bitcoin price prediction using ARIMA Model.
Language:Jupyter Notebook 25rahulworld / bitcoin-prediction
bitcoin prediction algorithms
Language:Jupyter Notebook 25leo-aa88 / montecarlo
Monte Carlo simulation of asset price
Language:Python 18albert-espin / bitcoin-prediction
Bitcoin Price Prediction using Recurrent Neural Networks
Language:Python 17silverrainb / bitcoin-price-pred
Predict bitcoin price using gold and S&P 500 data implementing LSTM, Gradient Boosting Regression, and Random Forest
Language:HTML 9Sumit2514 / 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 Notebook 9Ayushverma135 / Bitcoin-Price-Prediction-using-Deep-Learning
Utilizing deep learning techniques to predict Bitcoin price movements based on historical data and relevant market indicators.
Language:Jupyter Notebook 8CorvusCodex / SimpleBitcoinPredictionAi
SimBit - Simple Bitcoin Prediction Ai. This Ai Model uses historical Bitcoin price data to predict future prices.
Language:Python 8ourendingdays / 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 Notebook 8BenWagner69 / BitVision
Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money
Language:JavaScript 7wendyminai / 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:Python 7jerryfane / 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.
Chancellor-1 / power_law
Shows the Bitcoin & Kaspa power law price channels
Language:Python 4Bitcoin price prediction using jerk equation.
Language:Python 4dm1trykrylov / btc-time-series
Bitcoin price prediction
Language:Jupyter Notebook 3naruto-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 Notebook 3khai88108 / Bitcoinprediction
Bitcoin price prediction using LSTM, RNN, Neural prophet
Language:Jupyter Notebook 2sivas-2 / Bitcoin-Price-Prediction-with-LSTM-
In this project, I’ve combined the power of data analysis and deep learning to predict Bitcoin prices. Using historical price data, I explored trends, calculated moving averages, and built an LSTM (Long Short-Term Memory) model to forecast future price movements.
Language:Jupyter Notebook 1yichenghuang980 / Bitcoin
Serverless Data Engineering Pipeline about predicting Bitcoin price and clustering community review
Language:Jupyter Notebook 1- Language:Jupyter Notebook 0
epoca-technology / epoca-prediction-api
Epoca Prediction is an API designed to implement and serve the Prediction Model generated in the Epoch Builder.
Language:Python 0The 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:JavaScript 0tinhour / crypto-predict-ai
Crypto-Predict-AI is a Bitcoin price data collection, analysis, and prediction tool. It uses machine learning models to analyze Bitcoin market trends and supports data sources from multiple exchanges.
Language:HTML 0CJ07-25 / CJ07-25-Coding-projects
Chandler Jenkins Future Quant Analyst
Language:Jupyter Notebookgh0stintheshe11 / Bitcoin-Price-Movement-Prediction
University of Toronto / ECE 1513 - Introduction to Machine Learning / Project: Bitcoin Price Movement Prediction
Language:Jupyter NotebookTranquilVessel / bitcoin-prediction
Bitcoin price prediction with LSTM models using TensorFlow and Pandas. Train and evaluate models; visualize forecasts and compare predictions to actual prices 🐙
Language:Python
