edgetrader / esg-nlpLinks
Analysing ESG report using Natural Language Processing
☆60Updated 4 years ago
Alternatives and similar repositories for esg-nlp
Users that are interested in esg-nlp are comparing it to the libraries listed below
Sorting:
- Please refer to attached full report. Introduction ESG is abbreviate of the environment, social responsibility, and corporate governanc…☆20Updated 6 years ago
- This repository includes a tool to extract companies' ESG ratings & financial metrics and load them on SQL☆49Updated last year
- ☆99Updated 11 months ago
- ESG-investment AI☆30Updated 9 months ago
- Sentiment Analysis by Machine Learning, LSTM and BERT☆68Updated 2 years ago
- Domain Specific BERT Model for Text Mining in Sustainable Investing☆140Updated last month
- A Python package that uses Selenium to scrape content from the MSCI.com ESG Ratings Corporate Search Tool.☆27Updated 3 years ago
- Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.☆76Updated 4 years ago
- This repository contains code and data for a machine learning model that predicts ESG (Environmental, Social, and Governance) scores base…☆38Updated last year
- Putting the Data in ESG☆31Updated 4 years ago
- Earnings Call Sentiment Analysis. This repository includes my work on extracting the focus area of companies from their earnings calls tr…☆15Updated 4 years ago
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆76Updated last year
- RFS2020年论文Emperical asset pricing via machine learning复现☆26Updated 3 years ago
- Comparing Long Term Short Memory (LSTM) & Gated Re-current Unit (GRU) during forecasting of oil price .Exploring multivariate relationsh…☆47Updated 3 years ago
- A dataset of financial news is used to fine-tune BERT in order to extract investment opportunities.☆26Updated 4 years ago
- 一个基于中国市场的Fama-French五因子实证研究☆36Updated 3 years ago
- ☆18Updated 3 years ago
- This project studies the intrinsic relationship between the stocks’ multiple factors and the investment value of the stocks listed in Chi…☆86Updated 4 years ago
- By combining GARCH(1,1) and LSTM model implementing predictions.☆57Updated 6 years ago
- Stock selection and portfolio performance based on ESG Scores☆15Updated 4 years ago
- Explore TESLA stock price (time-series) using ARIMA & GARCH model.☆19Updated 3 years ago
- Improve S&P 500 stock price prediction (random forest and gradient boosting trees) with time series similarity measurements: DTW, SAX, co…☆99Updated 3 years ago
- Code I built from scratch to scrape Seeking Alpha earnings call transcripts, organized the data in data frames, and stored the final data…☆31Updated 4 years ago
- Gold Price Prediction using CNN-LSTM and CNN-GRU model: We have built univariate and multivariate CNN-LSTM, CNN-GRU and many variants of …☆14Updated 3 years ago
- Awesome time series forecasting papers and codes☆143Updated last month
- Stock markets are an essential component of the economy. Their prediction naturally arouses afascination in the academic and financial w…☆21Updated 4 years ago
- https://arxiv.org/abs/2006.04992☆19Updated 4 years ago
- This repository includes our work on extracting the digital transformation strategy of Fortune 500 companies from earnings calls transcri…☆29Updated 4 years ago
- Campisi纯债型基金业绩归因模型程序,适用于中国市场,需要有Wind的API接口权限☆41Updated last year
- This is the implementation for Hierarchical Risk Parity approach to portfolio optimization☆30Updated 5 years ago