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FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

State of the Art Natural Language Processing

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

A sentiment analyzer package for financial assets and securities utilizing GPT models.

MCP server for real-time news with bias scoring, live stock/ETF/crypto data, AI options pricing, balanced news synthesis, and meme search. 10 tools, 5000+ sources, free tier.

NLP without the bloat — sentiment, keywords, readability, summarization. No NLTK, no spaCy. Zero heavy dependencies.