All-in-one ML toolkit (TensorBoard, TFX, TensorFlow Lite) Ready-to-use pretrained models via TensorFlow Hub
Flexible execution with eager mode for debugging & graph mode for performance
PyTorch
Dynamic neural networks with real-time model changes Distributed training across multiple GPUs and machines
Built-in tools like TorchVision, TorchAudio, and TorchServe for end-to-end AI development
Keras
Modular, LEGO-style design for quick and intuitive model building Multi-backend support (TensorFlow, PyTorch, JAX) for flexibility
Built-in pre-trained models for fast transfer learning
Azure AI
Ready-to-use AI APIs for vision, speech, language, and Azure OpenAI (GPT models) Multimodal AI tools with Azure AI Foundry for text and image generation
Production-ready MLOps with enterprise security and automated DevOps pipelines
Vertex AI
Access to 200+ pre-trained models in Model Garden, including Gemini Managed JupyterLab with Vertex AI Workbench for collaborative development
Built-in explainable AI and AutoML for transparent, optimized model building
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TensorFlow
All-in-one ML toolkit (TensorBoard, TFX, TensorFlow Lite) Ready-to-use pretrained mo...