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flow-nexus-neural

by ruvnet

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

Installation

Pick a client and clone the repository into its skills directory.

Installation

Quick info

Author
ruvnet
Category
Data Science
GitHub repo

About this skill

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

How to use

  1. Zainstaluj Flow Nexus MCP server, uruchamiając w terminalu polecenie: npx flow-nexus@latest mcp start. 2. Zarejestruj konto i zaloguj się za pomocą npx flow-nexus@latest register, a następnie npx flow-nexus@latest login. 3. Przygotuj konfigurację sieci neuronowej, wybierając architekturę (feedforward, LSTM, GAN, autoencoder lub transformer) i definiując warstwy z typami (dense, dropout) oraz parametrami (liczba neuronów, funkcja aktywacji). 4. Skonfiguruj parametry treningu: ustaw liczbę epok, rozmiar batcha, learning rate i optymalizator (np. Adam). 5. Wywołaj funkcję mcp__flow-nexus__neural_train() z przygotowaną konfiguracją, aby rozpocząć trening w piaskownicy E2B. 6. Monitoruj postęp treningu i pobierz wytrenowany model po zakończeniu procesu.

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