Using past price data and sentiment analysis from news and other documents to predict the S&P500 index using a LSTM RNN. Idea replicated from https://arxiv.org/abs/1912.07700 and https://arxiv.org/abs/1010.3003.
☆34May 9, 2024Updated 2 years ago
Alternatives and similar repositories for lstm-stock-predictor
Users that are interested in lstm-stock-predictor are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a side project create by Lucy's and me, the main idea is use Bert model for fuse the stock news title and past stock price to pre…☆10Dec 19, 2022Updated 3 years ago
- Stock prediction with Natural Language Processing☆36Feb 4, 2019Updated 7 years ago
- The PyTorch implementation of "Modeling Financial Time Series using LSTM with Trainable Initial Hidden States"☆11Jul 15, 2020Updated 6 years ago
- ☆14Aug 5, 2020Updated 6 years ago
- ☆18Dec 12, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Risk Management via Anomaly Circumvent: Mnemonic Deep Learning for Midterm Stock Prediction. KDD 2019.☆23Aug 26, 2020Updated 6 years ago
- In this project, we use two sets of data to draw insights on how media sentiment can be an indicator for the financial sector. For the fi…☆12May 22, 2017Updated 9 years ago
- ☆77Feb 19, 2020Updated 6 years ago
- Codes for the paper Stock Trading Volume Prediction with Dual-Process Meta-Learning accepted by ECML PKDD 2022☆34Jun 28, 2022Updated 4 years ago
- Codes to clean data and construct variables for empirical finance.☆13Sep 14, 2021Updated 5 years ago
- This tool is developed to scrape twitter data, process the data, and then create either an unsupervised network to identify interesting p…☆19Oct 25, 2023Updated 3 years ago
- Decision support from financial disclosures with deep neural networks and transfer learning☆39Nov 21, 2017Updated 8 years ago
- Tutorial: how news affects Netflix' stock price using the newsfilter.io API☆19Dec 8, 2022Updated 3 years ago
- ☆10Nov 8, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Uses an LSTM to predict the next days stock movement based on sequence of previous days☆13Mar 9, 2021Updated 5 years ago
- Look Ahead Factor models for quantitative investing using deep learning and uncertainty quantification☆10Jun 25, 2020Updated 6 years ago
- Dynamic Nelson Siegel Model☆14Mar 6, 2019Updated 7 years ago
- Sentiment Analysis Twitter Bahasa Indonesia dengan TextBlob. Diaplikasikan untuk menganalisis tentang topik debat capres-cawapres 2019☆18Jul 30, 2020Updated 6 years ago
- ☆12Jun 9, 2018Updated 8 years ago
- ☆10Jul 21, 2019Updated 7 years ago
- Curated List of NLP tutorials☆30Feb 27, 2025Updated last year
- A dynamic factor model to forecasts inflation, i.e. CPI, PPI. WindAPI is required to extract vintages.☆17Jan 1, 2021Updated 5 years ago
- A public available dataset for using market sentiment for financial asset allocation.☆22Feb 17, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Stock Price Predictor☆30Apr 4, 2019Updated 7 years ago
- Relation-Aware Transformer for Portfolio Policy Learning using Binance provider☆24Apr 6, 2021Updated 5 years ago
- Financial time-series forecasting has long been a challenging problem because of the inherently noisy and stochastic nature of the market…☆16Aug 30, 2021Updated 5 years ago
- ✨ Using Sentiment Analysis of News Headlines to Predict the Stock Market☆11Jun 4, 2021Updated 5 years ago
- kdb+/q kalman beta matlab python☆11Sep 11, 2019Updated 7 years ago
- Create structured financial data in the form of tick, volume, and dollar bars from unstructured tick data. From Marcos Lopez de Prado's A…☆11Jan 26, 2021Updated 5 years ago
- Predicting the price movement of stocks using past prices and sentiment analysis scores from financial News.☆21Jan 16, 2023Updated 3 years ago
- ☆19May 22, 2021Updated 5 years ago
- Neural Time Series Analysis☆14Nov 21, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆25Apr 23, 2020Updated 6 years ago
- a python module and user interface of a user-defined Barra risk model☆11Jul 1, 2019Updated 7 years ago
- Commands for the docker tutorial provided by ItGuyMichal☆11Aug 23, 2020Updated 6 years ago
- My personal Tinkoff Investment portfolio optimizer☆12Dec 29, 2021Updated 4 years ago
- 开源的金融投资数据提取工具，专注在各类网站上爬取数据，并通过简单易用的API方式使用☆12Oct 18, 2018Updated 8 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆11Apr 8, 2020Updated 6 years ago
- Markov decision processes under model uncertainty☆18Jun 15, 2022Updated 4 years ago