Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.
☆77Jan 12, 2021Updated 5 years ago
Alternatives and similar repositories for Quantifying-ESG-Alpha-using-Scholar-Big-Data-ICAIF-2020
Users that are interested in Quantifying-ESG-Alpha-using-Scholar-Big-Data-ICAIF-2020 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- In this solution, we offer a novel approach to sustainable finance by combining NLP techniques and news analytics to extract key strategi…☆82Apr 3, 2024Updated 2 years ago
- Stock selection and portfolio performance based on ESG Scores☆16Mar 16, 2021Updated 5 years ago
- Analysing ESG report using Natural Language Processing☆62Mar 16, 2021Updated 5 years ago
- This repository includes a tool to extract companies' ESG ratings & financial metrics and load them on SQL☆52Jan 14, 2024Updated 2 years ago
- ESG-investment AI☆31Oct 31, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Multi-agent Reinforcement Learning for Liquidation Strategy Analysis. ICML 2019 AI in Finance.☆30Aug 26, 2020Updated 6 years ago
- This repository contains code and data for a machine learning model that predicts ESG (Environmental, Social, and Governance) scores base…☆52Oct 19, 2023Updated 2 years ago
- ESG Dashboard from unstructured data using NLP☆15Nov 15, 2021Updated 4 years ago
- Contains the NLP project for the "Detecting greenwashing signals through a comparison of ESG reports and public media" challenge.☆22Jun 12, 2023Updated 3 years ago
- ☆11Sep 25, 2018Updated 7 years ago
- Application and data for analyzing and structuring portfolios for climate investing.☆51Oct 20, 2022Updated 3 years ago
- Modifying the Shiller CAPE Ratio to adjust for changing economic conditions.☆15Nov 5, 2022Updated 3 years ago
- FinML: A Practical Machine Learning Framework for Dynamic Stock Selection☆181Feb 27, 2024Updated 2 years ago
- ☆12Sep 11, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Please refer to attached full report. Introduction ESG is abbreviate of the environment, social responsibility, and corporate governanc…☆22Aug 16, 2018Updated 8 years ago
- We implement AI for Hearthstone using open source Hearthstone simulator FirePlace: https://github.com/jleclanche/fireplace.☆11Jun 12, 2016Updated 10 years ago
- Quantum Tensor Networks for Variational Reinforcement Learning. NeurIPS 2020.☆14Feb 19, 2022Updated 4 years ago
- ☆25Feb 10, 2021Updated 5 years ago
- An Empirical Study of Optimal Combination of Algorithms for Prediction-Based Portfolio Optimization Model using Machine Learning over Co…☆11Jun 15, 2022Updated 4 years ago
- This project is a Python demonstrator for the stochastic grid bundling method (SGBM) to solve backward stochastic differential equations …☆12Nov 19, 2018Updated 7 years ago
- ☆12Mar 1, 2024Updated 2 years ago
- ☆11Oct 24, 2025Updated 10 months ago
- Unofficial PyTorch implementation of FactorVAE☆21Jun 1, 2023Updated 3 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.
- Gathered, cleaned and transformed stock price, balance sheet, income and cash flow statements data for 629 companies. Built a neural netw…☆12Apr 28, 2020Updated 6 years ago
- Tracking activity and sentiment in the crypto markets using the Twitter API, Reddit API, Google Trends, and other sources☆11Sep 23, 2019Updated 6 years ago
- Differential Privacy-inspired LSTM for Stock Prediction Using Financial News. NeurIPS Robust AI in Financial Services 2019.☆37Aug 25, 2020Updated 6 years ago
- I use TVP-VAR methodology with a stochastic volatility model to investigate the forecasting performance on macroeconomic variables. In pa…☆10Nov 17, 2019Updated 6 years ago
- In this repository, based on the latest NLP pappers, we researched on sequential data and time series and developed tasks in NLP such as …☆14May 11, 2024Updated 2 years ago
- Use total, upper, down, relative volatility factors to find Alpha. Implement whole trading process & back-test with visualization.☆13May 30, 2021Updated 5 years ago
- Vpin caculation and backtesting☆14Aug 16, 2019Updated 7 years ago
- Multi-Factor model with regression method☆10May 4, 2019Updated 7 years ago
- Compilation of technical analysis tools (EMA, Bollinger bands), fundamental analysis, machine learning models (LSTM, Random forest, ARIMA…☆15Aug 9, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Solve Captcha Receita Federal - Brasileira - Consulta CNPJ☆14Jun 3, 2022Updated 4 years ago
- Quantitative Trading Model based on Financial Market Sentiment / 基于市场情绪平稳度的量化交易模型☆14Feb 26, 2020Updated 6 years ago
- Agent based-model of the banking system (NetLogo)☆12Apr 13, 2018Updated 8 years ago
- Extrator de entidades mencionadas em notícias da mídia☆15May 25, 2021Updated 5 years ago
- Deploy Amazon SageMaker notebook using CloudFormation custom resource☆18May 8, 2018Updated 8 years ago
- This contains notebooks and scripts used to support my writing in WILMOTT Magazine.☆17May 9, 2024Updated 2 years ago
- Implementation of transfer learning based with autoencoder architecture☆17Jul 6, 2020Updated 6 years ago