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 9 years ago
- This repository contains an automated trading system using machine learning for stock return prediction, position sizing and generating e…☆14Jun 15, 2019Updated 6 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
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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
- In this project, I have tried to predict the stock price of Microsoft using LSTM☆17Feb 11, 2019Updated 7 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Jun 25, 2018Updated 7 years ago
- Stock Predictions through NYTimes article headlines sentiment analysis.☆82Jul 12, 2018Updated 7 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 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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…☆25Mar 29, 2024Updated 2 years ago
- ☆16Aug 22, 2017Updated 8 years ago
- A trade bot for cryptocurrencies powered by machine learning☆35Apr 9, 2019Updated 7 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
- NLP| 自动文本摘要| 热词发现| 新词发现☆18Apr 28, 2020Updated 6 years ago
- BEST SCORE ON KAGGLE SO FAR. Mean Square Error after repeated tuning 0.00032. Used stacked GRU + LSTM layers with optimized architecture,…☆72Sep 26, 2018Updated 7 years ago
- Building an LSTM Recurrent Neural Network for Predicting Stock Market Prices.☆12Aug 2, 2024Updated last year
- Stock recommendation service, that selects winning stocks 89-92% of the time☆11Dec 15, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Includes script for Kaggle Competition - Give Me Some Credit☆11Sep 12, 2017Updated 8 years ago
- 网络爬虫 主要抓取的是股票数据,外汇数据,股票背景资料,股票及时新闻☆12Aug 13, 2018Updated 7 years ago
- Distributed sentiment analysis on GitHub commit comments☆10Jun 9, 2015Updated 10 years ago
- Stock market prediction is the method of trying to determine the future value of publically listed company stock traded on an exchange. T…☆48May 6, 2016Updated 9 years ago
- Using three approaches to calculate Value at Risk and Conditional Value at Risk of a portfolio of assets.☆13Apr 24, 2020Updated 6 years ago
- An attempt to use natural language processing techniques in order to aid stock price forecasts.☆15Oct 4, 2017Updated 8 years ago
- Collecting news articles for all the companies in the R1000, for a pre-defined set of news outlets, using Diffbot's Knowledge Graph☆13Jan 26, 2023Updated 3 years ago
- 医院体检报告信息抽取及模板生成☆12Apr 25, 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
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Assets' Risk Management Using Mean-Variance Opt Based On Mult-Factors Trending Prediction☆30Mar 31, 2017Updated 9 years ago
- 抓取国家统计局数据☆13May 4, 2016Updated 9 years ago
- Stock market data can be interesting to analyze and as a further incentive, strong predictive models can have large financial payoff. The…☆26May 2, 2018Updated 8 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
- Kaggle House Prices: Advanced Regression Techniques.Public Leaderboard Score 0.12076.☆18Feb 14, 2017Updated 9 years ago
- ☆15May 28, 2022Updated 3 years ago