Deep Learning Transformer models in MATLAB
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Sep 19, 2023 - MATLAB
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finbert
Here are 84 public repositories matching this topic...
Financial Domain Question Answering with pre-trained BERT Language Model
natural-language-processing information-retrieval deep-learning question-answering financial-data bert retriever bert-model fine-tunes finbert-qa fiqa-dataset finbert
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Jul 11, 2025 - Python
Notebooks for fine-tuning a BERT model and training a LSTM model for financial QA
finance natural-language-processing information-retrieval deep-learning colab question-answering lstm-model notebooks bert bert-model finbert-qa finbert qa-lstm
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Apr 13, 2020 - Jupyter Notebook
Deep Reinforcement Learning (DRL) stock trading system with LSTM-PPO, integrating technical indicators and FinBERT-based news sentiment analysis.
finance reinforcement-learning time-series sentiment-analysis lstm neural-networks technical-analysis drl financial-markets fundamental-analysis stock-trader finbert stable-baselines3 lstm-ppo partially-observable-markov-decision-process lstmppo-drl-stocktrader
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Sep 27, 2025 - Jupyter Notebook
Single-stock analysis using Python and local machine learning/ AI tools (Ollama, LSTM).
finance sentiment-analysis forecast fintech lstm lstm-model financial-analysis lstm-neural-networks time-series-analysis fintech-utility python-finance finbert ollama
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Nov 22, 2025 - Jupyter Notebook
An AI-powered personal finance tracker to manage expenses, predict spending, and plan budgets using machine learning.
python ai postgresql ml data-visualization web-speech-api lstm final-year-project stanza personal-finance-manager budget-tracker prophet-model finbert gradient-boosting-decision-tree
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Jun 11, 2025 - HTML
Earnings Call Sentiment Analysis. This repository includes my work on extracting the focus area of companies from their earnings calls transcripts.
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Mar 21, 2021 - Jupyter Notebook
Sentiment Analysis On Financial News Headlines With BERT & FinBERT
python machine-learning text-classification jupyter-notebook ml transformer transfer-learning fastai bert-model bert-fine-tuning bert-pre-training finbert
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Feb 21, 2023 - Jupyter Notebook
Stock Sentinel is a web app providing stock market investors with sentiment analysis and news aggregation. It uses FinBERT for sentiment analysis and offers stock information, similar stocks suggestions, summaries, and news stories. With real-time insights, it helps users make informed investment decisions. Installation is easy with cloning, depend
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May 18, 2024 - Python
Hands-on guide for sentiment analysis in quarterly conference calls
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Jun 2, 2022 - Jupyter Notebook
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Oct 21, 2020 - Jupyter Notebook
A Deep Learning Sentiment Analysis on News Headlines using FinBERT (Python)
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Apr 3, 2023 - Jupyter Notebook
Final Project for OSE Scientific Computing for Economists course at the MSc Economics program, University of Bonn
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Sep 21, 2023 - Jupyter Notebook
This project is aimed to create an automated method that is able to identify emerging risks faced by multiple businesses and industries, and the trends of those risks.
sentiment-analysis clustering rake pytorch topic-modeling data-analysis text-rank financial-analysis keyword-extraction bert sentence-clustering sentence-transformers top2vec finbert
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Apr 16, 2021 - Jupyter Notebook
This repository contains the code and data for an exploratory study on financial sentiment analysis of annual reports from the current member companies of the Philippine Stock Exchange index. The study was conducted as part of the MSFIN299 course at the University of the Philippines Diliman
python machine-learning natural-language-processing jupyter-notebook transformer financial-sentiment-analysis finbert hugging-face loughran-mcdonald-dictionary management-discussion-analysis
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Jul 25, 2023 - Jupyter Notebook
A deep learning platform that combines FinBERT-based sentiment analysis with LSTM-driven stock forecasting, delivering real-time, API-powered financial insights with confidence scoring.
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Sep 18, 2025 - Python
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Apr 15, 2023 - Python
Thesis of my masters in Data Science. This project implements a deep learning framework applied to stock portfolio management. Using the top 20 stocks of FTSE (Financial Times Stock Exchange) top 100 by market share.
portfolio-optimization lstm-neural-networks keras-tensorflow time-series-forecasting huggingface-transformers finbert time-series-transformer
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Jun 26, 2024 - Jupyter Notebook
Forecasting Stock Price (Independent Capstone project)
nlp finance deep-neural-networks deep-learning sentiment-analysis fintech lstm rnn lstm-model deeplearning rnn-tensorflow nlp-machine-learning bert tokenization lstm-neural-networks sentiment-classification lstm-neural-network lstm-sentiment-analysis finbert
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Apr 8, 2021 - Jupyter Notebook
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