Meet SuperML: A plugin that gives your AI coding agent an actual ML engineering workflow.

Описание: Meet SuperML: A plugin that gives your AI coding agent an actual ML engineering workflow.

When connected, your agent handles the full ML pipeline. Give it a task, and it:
Researches: Surveys the latest approaches to build a solid hypothesis.
Plans: Drafts a sequential execution plan tailored to your hardware.
Verifies: Checks your hyperparameters and configs before you burn compute.
Debugs: Traces the actual root cause of errors and divergence.
Iterates: Tracks hypotheses against results to define the next experiment.
Agentic Memory: Carries your hypotheses, hardware specs, and lessons learned across sessions so your agent never repeats a failed experiment.

Every single skill is grounded in real references. SuperML is powered by Leeroopedia, a massive knowledge base of ML docs, best practices, and framework guides.

+60% Performance Boost: We tested SuperML on 38 highly complex ML tasks like Distributed Pretraining, DPO/GRPO Alignment, Multimodal RAG, Multi Agent Building, Synthetic Data Generation, and Prompt Optimization and saw a +60% performance boost over baseline coding agents.

For enterprise teams, SuperML also ships with proven ML tasks for forecasting and planning, fraud and anomaly detection, customer analytics, recommendation systems, document intelligence, and customer service automation.