Sentiment Analysis by Machine Learning, LSTM and BERT
☆68Jun 12, 2023Updated 2 years ago
Alternatives and similar repositories for financial-phrase-bert
Users that are interested in financial-phrase-bert 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 repository contains dataset for paper FedNLP: An interpretable NLP System to Decode Federal Reserve Communications, published in SIG…☆15Feb 7, 2024Updated 2 years ago
- We apply from rule-based approach to BERT for a sentiment analysis task on financial texts.☆15May 13, 2022Updated 3 years ago
- ☆21Feb 6, 2022Updated 4 years ago
- Analyze central bank announcements☆76Jun 12, 2023Updated 2 years ago
- Source code for "Chinese Financial News Annotation For Target-based Sentiment Analysis"☆14Jan 21, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- MV Port is a Python package to perform Mean-Variance Analysis. It provides a Portfolio class with a variety of methods to help on your po…☆11Feb 3, 2026Updated 3 months ago
- An application for detecting sentiment in financial news☆17Mar 7, 2019Updated 7 years ago
- A convenient class for scraping all the existing FOMC meeting statements☆31Sep 25, 2023Updated 2 years ago
- Artificial Intelligence for Trading☆67Nov 21, 2022Updated 3 years ago
- Code for solving HANK models in continuous time in Python using numba and UMFPACK☆13Feb 19, 2020Updated 6 years ago
- Out-Of-Sample Time Series Forecasting: OOS introduces a comprehensive framework for time series forecasting with traditional econometric …☆11Mar 30, 2021Updated 5 years ago
- This is a 12 classes course in Empirical Macroeconomics methods to identify shocks☆28Jun 16, 2025Updated 10 months ago
- Large t-Vector AutoRegressive models with volatility spillovers and networks. Code of the paper Barbaglia, Croux, Wilms (2020) "Volatilit…☆19Feb 18, 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- CentralBankRoBERTA is a large language model. It combines an economic agent classifier that distinguishes five basic macroeconomic agents…☆32Feb 28, 2024Updated 2 years ago
- Computing a solution for the optimal mean-variance tradeoff (maximising Sharpe Ratio) of a portfolio according to MPT.☆49Jun 16, 2020Updated 5 years ago
- This is a fine-tuned FinBERT model by sentiment focus, the data used FOMC minutes.☆10Oct 26, 2024Updated last year
- A simple example to showcase machine learning model deployment with an API☆10Mar 7, 2022Updated 4 years ago
- We investigate the connectedness of GDP growth risk over 12 OECD member countries. Understanding the Growth-at-Risk of GDP has been a pop…☆10Jun 8, 2020Updated 5 years ago
- Codebase for FOMC-NLP, accepted at ACL 2023 (main)☆67Dec 17, 2024Updated last year
- Using various machine learning models to predict whether a company will go bankrupt☆33Oct 28, 2022Updated 3 years ago
- AI based alpha research for trading☆51Jun 22, 2022Updated 3 years ago
- Python implementation of the Louvain method for community detection☆11Jul 4, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Materials for Econ 5253 Data Science for Economists course at U of Oklahoma☆18Apr 28, 2022Updated 4 years ago
- Stock price prediction visualization app powered by LSTMs for forecasting and FinBERT for sentiment analysis☆17May 14, 2021Updated 4 years ago
- ☆38Nov 26, 2023Updated 2 years ago
- Twitter Analysis with Topic Modeling, Sentiment Analysis and Hate Speech Detection☆11Aug 23, 2022Updated 3 years ago
- Scalable implementation of Lee / Mykland (2012), Ait-Sahalia / Jacod (2012) and Ait-Sahalia / Jacod / Li (2012) Jump tests for noisy hig…☆13Jan 21, 2022Updated 4 years ago
- I use Python3 to try the experiments on the classic book <Options, Futures and other Derivatives>, the BS model and the sensitivity analy…☆32Jan 4, 2021Updated 5 years ago
- ☆39Oct 3, 2020Updated 5 years ago
- This Python function dm_test implements the Diebold-Mariano Test (1995) to statistically test forecast accuracy equivalence for 2 sets of…☆124Dec 7, 2017Updated 8 years ago
- This code show the SVAR results from the paper: "Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply …☆27Aug 13, 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.
- This repository is for my master's project, A Survey of Deep Learning Architectures for Algorithmic Cryptocurrency Trading, delivered on …☆10Nov 30, 2022Updated 3 years ago
- The project is an attempt to implement the paper Content Based Image Retrieval using Color Difference Histogram by Guang-Hai Liu et all. …☆13Dec 16, 2020Updated 5 years ago
- ☆34Dec 10, 2021Updated 4 years ago
- Community detection on Hollywood actors using various models: Louvain, Clauset-Newman-Moore, GCN, GraphSage, and GAT.☆10Dec 11, 2019Updated 6 years ago
- Using Sentiment Analysis from News Titles and Attention-based LSTM model to predict Foreign Exchange Market(Forex) movements.☆13Dec 8, 2022Updated 3 years ago
- Volatility Spillovers based on Diebold and Yilmaz 2012☆19Mar 16, 2022Updated 4 years ago
- A new GRU framework for stock price prediction. A new module similar to the attention mechanism and a module similar to the ResNet are ad…☆10Sep 4, 2019Updated 6 years ago