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4 search results found

Stockpredictionai ⭐ 3,235

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good q

Tensorflow For Stock Prediction ⭐ 411

Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.

Cnn For Stock Market Prediction Pytorch ⭐ 64

CNN for stock market prediction using raw data & candlestick graph.

Stock Price Trade Analyzer ⭐ 60

This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.

Going Deeper With Convolutional Neural Network For Stock Market Prediction ⭐ 46

Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction

Nlp Stock Prediction ⭐ 34

Timeseries2dbarchartimagecnn ⭐ 28

Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)

Code implementation of "SENN: Stock Ensemble-based Neural Network for Stock Market Prediction using Historical Stock Data and Sentiment Analysis"

Neuroevolutionmarkettrader ⭐ 19

Neuro evolution agent to buy and sell stocks atumatically

Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach: A novel algorithmic trading model CNN-TA using a 2-D convolutional neural network based on image processing properties.

Deeplearning For Quant ⭐ 16

本项目为深度学习在多因子量化选股中的一种实践

Chartanalyst ⭐ 16

A deep learning research platform that recognizes stock charts through Convolutional Neural Network (CNN).

Stock Prediction ⭐ 13

stock predict by cnn and lstm

Stock_price_movement_prediction_rnn_cnn_ffnn ⭐ 12

The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using transaction data from the Limit Order Book (LOB).

Tradingneuralnetwork ⭐ 8

A network tries to predict movements in stock prices based on a picture of a time series stock price.

Event Embedding Stock Prediction ⭐ 8

Model news data in short, medium and long term for stock price trend prediction

Financial_feature_engineering_cross_sample ⭐ 7

【Framework】Let the neural network 'freely' learn the relationship between different stocks. An intuitive example in quantitative finance, tensorflow 1.3.0.

Ik1701_fyp ⭐ 6

Stock Market Prediction with Social Media and News Data through a Deep Learning Model

Convolutional_autoencoder ⭐ 5

A convolutional auto-encoder for compressing time sequence data of stocks.

Sp500 Forecaster ⭐ 5

Predict stock trends using visual time windows

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