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

Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction

Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. (Includes: Data, Case Study Paper, Code)

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 (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction

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This repo consist the code for Predicting Bitcoin Price using Deep Learning Method like RNN-LSTM

:mortar_board: Social media text data scraping for sentiment analysis (Vader, Bert), correlation study, and Bitcoin price prediction using LSTM and XGBoost, with a comparative performance analysis across various media sources like forums and group chats.

This Repository contains the BitCoin Stock Price Prediction using LSTM Project.

This project is for Bitcoin Price Prediction using Deep Learning Model LSTM.

Predicted the Price of the Cryptocurrency(Bitcoin) using the past time-series data, Twitter Sentiments(Polarity and Sensitivity), Currency's Fundamentals and Technical Indicators like RSI and SMA on LSTM. The Notebook contains the Exploratory data analysis(with important links) and the astounding result at the end of it

LSTM-based Bitcoin price prediction using PyTorch. Explore deep learning for time-series forecasting with data preprocessing and model training. Ideal for cryptocurrency enthusiasts and those interested in financial forecasting.

Bitcoin Price Prediction using LSTM

Bitcoin Price Prediction using different Deep Learning Algorithms : MLP, CNN, LSTM, GRU

Bitcoin price prediction using LSTM

A LSTM Linear Regression model which is trained to predict the price of crypto currencies. The dataset used here was downloaded from finance.yahoo.com. The dataset contains five years of data. The crypto currency used here was BTC INR. The accuracy with the test data was above 95%.

Bitcoin price prediction using LSTM and user sentiment data

Bitcoin price prediction with LSTM models using TensorFlow and Pandas. Train and evaluate models; visualize forecasts and compare predictions to actual prices 🐙

This is bitcoin price prediction model using various prediction models and reached good results. I develop this model for Deep Research in LSTM.

Hybrid Bitcoin price forecasting model combining Hidden Markov Models (HMM) for market regime detection and LSTM networks for next-day price prediction. Uses daily BTC data (2019–2024) and integrates hidden states with sequence learning to capture structural market shifts in financial time-series.

Predict Bitcoin prices with ML & DL models! 📈 Uses Ridge, Lasso, Random Forest, MLP, RNN & LSTM with hyperparameter tuning. 📊 Visualizes predictions & ROC curves. 🚀 Fetch data via yfinance, evaluate with MSE/R2. Perfect for crypto enthusiasts! 💸

Multivariate Time Series Forecasting with LSTM (Using Keras)

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This is a project to build a model which predict price of bitcoin..

Bitcoin Price Prediction using LSTM and ARIMA with Quandl API and Prophet Facebook with CoinMarketCap API

This python script predicts the price of bitcoin using LSTM neural network

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🚀 Bitcoin price prediction using RNN & LSTM neural networks with 30-day forecasting. Complete ML pipeline with data extraction, preprocessing, and time series analysis.

very simple Bitcoin price prediction using LSTM

Using LSTM to backtrack Bitcoin price prediction.