This project is to practice applying Long Short-Term Memory network in deep learning to predict time series financial data. I selected Amazon's stock prices in the past five years and achieved a satisfying prediction result.
☆15Jan 3, 2018Updated 8 years ago
Alternatives and similar repositories for stockPredictionUsingLSTM
Users that are interested in stockPredictionUsingLSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Stock analysis and prediction - fundamental, quantitative, technical analysis and machine learning.☆13May 1, 2023Updated 3 years ago
- Web app - FX Trading Simulation and Historic Data Visualisation☆10Jun 29, 2016Updated 10 years ago
- This repository contains an automated trading system using machine learning for stock return prediction, position sizing and generating e…☆14Jun 15, 2019Updated 7 years ago
- LSTM stock prediction and backtesting☆14Jan 11, 2020Updated 6 years ago
- It is a live KLSE index and components tracking dashboard!☆15Nov 29, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Visualising stock price predictions for several Machine Learning models using DASH, Python☆16Jul 28, 2022Updated 3 years ago
- Catalogue to browse FCF Real-Estate Monaco properties for sale & renting (2016)☆20Feb 20, 2020Updated 6 years ago
- Predicting stock market prices using RNN with LSTM☆12Oct 28, 2019Updated 6 years ago
- Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)☆19Oct 22, 2017Updated 8 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Jun 25, 2018Updated 8 years ago
- Stock Predictions through NYTimes article headlines sentiment analysis.☆82Jul 12, 2018Updated 7 years ago
- Experiments studying ensemble methods for stock portfolio selection☆14Oct 4, 2017Updated 8 years ago
- Quick experimentation of Bollinger Bands trading strategy over Bitstamp BTCUSD using Pandas and Matplotlib 🐍☆21Jul 14, 2018Updated 7 years ago
- 3rd Year University Undergraduate dissertation project, supervised by https://www.nottingham.ac.uk/computerscience/people/thomas.gaertner…☆23Jun 22, 2018Updated 8 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- LSTM RNN for sentiment-based stock prediction☆66Dec 8, 2017Updated 8 years ago
- A detailed study of four machine learning Techniques(Random-Forest, Linear Regression, Neural-Networks, Technical Indicators(Ex: RSI)) ha…☆26Mar 29, 2024Updated 2 years ago
- [Testing on dummy ac] Using Oanda API for current forex data and order creation. Fetched data used for machine learning model training (S…☆27Nov 12, 2018Updated 7 years ago
- 系统性风险指标计算☆10Apr 20, 2020Updated 6 years ago
- ☆16Aug 22, 2017Updated 8 years ago
- This project deals with the use of machine learning to predict changes in stock values as well as we incorporating study on effect of dif…☆13Oct 18, 2017Updated 8 years ago
- BEST SCORE ON KAGGLE SO FAR. Mean Square Error after repeated tuning 0.00032. Used stacked GRU + LSTM layers with optimized architecture,…☆71Sep 26, 2018Updated 7 years ago
- 💸 A long-short equity quantitative trading strategy (sentiment-based)☆39Nov 28, 2017Updated 8 years ago
- ☆14Mar 26, 2017Updated 9 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An experimental API for Extreme Learning machines Neural Networks made with TensorFlow.☆10Oct 23, 2018Updated 7 years ago
- ☆13May 15, 2017Updated 9 years ago
- Algorithmic Trading of Cryptocurrencies using Sentiment Analysis and Machine Learning☆44Sep 6, 2018Updated 7 years ago
- MATLAB code for panorama image stitching.☆45Apr 2, 2014Updated 12 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆15Dec 8, 2017Updated 8 years ago
- Distributed sentiment analysis on GitHub commit comments☆10Jun 9, 2015Updated 11 years ago
- Use Python3, Django, Django-rest-framework to achieve alipay payment. 包括支付宝支付,支付宝服务器异步通知,支付宝退款☆12May 26, 2018Updated 8 years ago
- The dataset is Flower Recognition on Kaggle. The dataset consists of 4232 images each of different pixel values. Each of the image can be…☆20Oct 4, 2019Updated 6 years ago
- An attempt to use natural language processing techniques in order to aid stock price forecasts.☆15Oct 4, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Collecting news articles for all the companies in the R1000, for a pre-defined set of news outlets, using Diffbot's Knowledge Graph☆14Jan 26, 2023Updated 3 years ago
- This code illustrates the use of genetic programming to evolve financial trading strategies for a single equity stock. Individuals (strat…☆25Feb 24, 2019Updated 7 years ago
- Based on paper Learning Embedded Representation of the Stock Correlation Matrix using Graph Machine Learning☆13Dec 24, 2022Updated 3 years ago
- 医院体检报告信息抽取及模板生成☆12Apr 25, 2019Updated 7 years ago
- 抓取国家统计局数据☆12May 4, 2016Updated 10 years ago
- 渣人识别☆25Dec 8, 2022Updated 3 years ago
- Match tokenized words and phrases within the original, untokenized, often messy, text.☆19Apr 11, 2023Updated 3 years ago