Ik1701_fyp
Stock Market Prediction with Social Media and News Data through a Deep Learning Model
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Stockpredictionai | 3,235 | 2 years ago | 320 | |||||||
| 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 question: there are special sections on that later. | ||||||||||
| Tensorflow For Stock Prediction | 411 | 8 years ago | 4 | Jupyter Notebook | ||||||
| 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 | 5 years ago | 1 | Python | ||||||
| CNN for stock market prediction using raw data & candlestick graph. | ||||||||||
| Stock Price Trade Analyzer | 60 | 9 months ago | 1 | gpl-3.0 | Python | |||||
| 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 | 5 years ago | 6 | apache-2.0 | Python | |||||
| Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction | ||||||||||
| Nlp Stock Prediction | 34 | 5 years ago | Jupyter Notebook | |||||||
| Timeseries2dbarchartimagecnn | 28 | a year ago | Python | |||||||
| Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow) | ||||||||||
| Senn | 23 | 4 years ago | mit | Jupyter Notebook | ||||||
| Code implementation of "SENN: Stock Ensemble-based Neural Network for Stock Market Prediction using Historical Stock Data and Sentiment Analysis" | ||||||||||
| Neuroevolutionmarkettrader | 19 | 2 years ago | Jupyter Notebook | |||||||
| Neuro evolution agent to buy and sell stocks atumatically | ||||||||||
| Cnn Ta | 18 | 3 years ago | 2 | Java | ||||||
| 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. | ||||||||||
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Python
Convolutional Neural Networks
Stock
Lstm
Sentiment
Word2vec