zjunlp/PredictBeforeExecute

Can We Predict Before Executing Machine Learning Agents? -- Data 📄Paper • 🛠️Code • 🤗HFPaper • 📦Data & Runtime (GoogleDrive) • 𝕏Blog • 📕小红书 This project studies Data-centric Solution Preference—predicting which ML solution will perform better before executing it—by leveraging data analysis context and LLM reasoning. The repository provides curated solution corpora, task resources, agent-run outputs, and analysis artifacts to support both the main evaluation… See the full description on the dataset page: https://huggingface.co/datasets/zjunlp/PredictBeforeExecute.

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