NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.
Differential Privacy-inspired LSTM for Stock Prediction Using Financial News. NeurIPS Robust AI in Financial Services 2019.
ΠΠ°Π±ΠΎΡ Π΄Π°Π½Π½ΡΡ Π΄Π»Ρ Π°Π½Π°Π»ΠΈΠ·Π° ΡΠΎΠ½Π°Π»ΡΠ½ΠΎΡΡΠΈ ΡΠΈΠ½Π°Π½ΡΠΎΠ²ΡΡ Π½ΠΎΠ²ΠΎΡΡΠ΅ΠΉ
We scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.
A suite of market/financial news webscrapers.
Text summarization methods introduction
A Python FastAPI - Micro Service for Financial News
Simple stock market website made with React & Material UI
Python SDK for our Intelligent Stock Market , Financial News & Financial Social Media Trends API
Sentiment analysis of financial news headlines with market comparison.
A news curator app that associates relevant news articles with a personalized stock watchlist
Get currency rates and financial news easily.
NLP-FinHeadlines-MoodTracker is a NLP project utilising sentiment analysis on financial news headlines. It employs a combination of CNN and LSTM layers to predict sentiment (positive, negative, neutral). The model incorporates an embedding layer, 1D convolution, max pooling, bidirectional LSTM, dropout, and dense layer for sentiment classification.
Financial News API Client Application Giving you access to financial news and business intelligence data in an easy to use api - create your free account and get Free API Keys
Deep Learning-Based Financial Sentiment Analysis (DLBFSA) is a deep learning algorithm that analyzes financial news and social media to gauge market sentiment and make informed trading decisions.
Predict positive or negative sentiment from financial news headlines.
Sentiment analysis of financial news in Russian and application of it's results in volatility modeling
Explore the world of global currencies with our Currency Converter web application π. Powered by HTML, CSS, and JavaScript π, alongside the OpenExchange API for real-time exchange rates π± and the NewsAPI for market updates π°, this intuitive tool allows seamless currency conversions and keeps you informed with the latest financial news π.
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