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AI Data & Analytics

Explore AI tools for data extraction, analysis and structured information workflows. Compare official resources, requirements and limitations.

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AI Data & Analytics projects

R Recsys Pipeline Recsys Pipeline is an open-source Python example that demonstrates an end-to-end MovieLens recommender workflow, from offline preprocessing and model training to term and vector retrieval, ranking, inference, and a Flask web application.

E Emotube Emotube is a Dockerized web application for analyzing sentiment in YouTube comments, with a React and TypeScript interface, a FastAPI backend, Transformers and PyTorch for sentiment analysis, and PostgreSQL storage.

D Data Whisperer Data Whisperer is a Python research implementation for scoring and selecting examples from a dataset before task-specific LLM fine-tuning.

R Reverse Image Search Plugin A FiftyOne plugin that searches an image dataset for visually similar items using a query image supplied by URL or upload and a similarity index already present on the dataset.

D Doppelganger Doppelganger is a Python GitHub App that compares newly opened issues and pull requests with existing repository discussions, flags likely similarities, and comments on pull requests with points to consider.

A Alphagen Alphagen is a Python research codebase for reinforcement-learning-based generation and evaluation of formulaic predictive stock factors.

N Nlp Profiler Nlp Profiler is an open-source Python library that creates high-level NLP insights and granular text statistics for one or more text columns in a dataset, returning a dataframe of per-row features.

T Tweet Stance Prediction Tweet Stance Prediction is an open-source research repository of Jupyter notebooks that demonstrate transfer-learning approaches for classifying tweets about a topic as Favor, Against or None.