LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

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

Deceptive Deep Learning Models for Predicting the Price of Bitcoin

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

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

A Model to Predict any kind of price such as Crypto price or Stock price using LSTM network and python

lstm-bitcoin-prediction

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

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This project uses a Long Short-Term Memory (LSTM) model, a type of recurrent neural network, to predict the future price of Bitcoin.

: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.

In this project, I created prediction model for predict bitcoin price with Gated Recurrent Unit Model. GRU is a gating mechanism in recurrent neural networks (RNN) similar to a long short-term memory (LSTM), GRU have more simple computation and faster than LSTM because have fewer number of gates.

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

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

Bitcoin Price Prediction model - LSTM | Multivariable (Price&Polarity) Time Series Forecasting with NLP for Twitter Sentiments aka my Master's Thesis

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

Predicting the price of bitcoin with historical data

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.

Python

Bitcoin Price Prediction using LSTM

Bitcoin_Price_Prediction_with_LSTM - Code for my YouTube Video

This repo is dedicated to the prediction of bitcoin with LSTM neural net

LSTM Neural Network for predicting future price itself

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

This research focuses on analyzing the relationship between Bitcoin prices, trading rates and volume to predict prices in 15-minute candle intervals.

Deep learning, LSTM, bitcoin, price prediction, transaction, gateio