An open-source alternative to Yahoo Finance's market data APIs with higher reliability.

Machine Learning Natural Language Processing analysis of earnings call transcripts for logistic regression classification to make 'buy', 'sell' or 'hold' calls on stocks.

A bot for collecting Earnings Announcement Transcripts from SeekingAlpha.com

The EarningsCall Python library provides convenient access to the EarningsCall API.

Natural Language Processing on Stocks' Earnings Call Transcripts: An Investment Strategy Backtest Based on S&P Global Papers.

Scrape Motley Fool Earnings Transcripts

An OpenAI assistant for use with Aiera's events API.

Multi-agent (LangGraph + Claude) app that turns an earnings call into a source-attributed analyst brief: ingest - FinBERT tone + KPI-vs-consensus - SurpriseSignal - grounding check - delivery.

SpartaHack 9 Project - Best FinTech Hack for Best Use of Digital Currency

Production-grade NLP platform for analyzing earnings call transcripts using a fine-tuned Longformer model. Features real-time sentiment inference, event-study backtesting, FastAPI backend, React dashboard, and financial analytics visualizations for post-earnings market prediction.

Fine-tuning small LLMs (Phi-3.5, LLaMA-3.2) with QLoRA for summarizing earnings call transcripts. Evaluated with ROUGE and BERTScore. Part of NLP for Finance coursework.

Earning Call Predictions base of Audio+Text+Acoustic

The repository saves the codes for measuring firm-level integrated thinking