tobegit3hub/tensorflow_template_application resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1874 stars · 702 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A template application demonstrating end-to-end deep learning with TensorFlow, covering data formats (CSV, LIBSVM, TFRecords), multiple network models (DNN, CNN, LSTM, wide-and-deep), distributed training, and serving via TensorFlow Serving or HTTP. It includes gRPC predict clients in Python, Java, Scala, Go, C++, plus Android and iOS clients.

Use cases

• learn tensorflow deep learning end to end
• template project for training tensorflow models
• serve a tensorflow model with grpc clients
• convert csv or libsvm data to tfrecords
• run distributed tensorflow training
• example wide and deep model implementation
• benchmark tensorflow training configurations

When to choose

• learning TensorFlow 1.x workflows with a complete reference example
• bootstrapping a classic deep learning pipeline with training, export, and serving
• needing multi-language gRPC client examples for TensorFlow Serving

When to avoid

• starting new projects on modern TensorFlow 2.x or PyTorch
• needing actively maintained production code
• looking for state-of-the-art model architectures

Facets

learning-resource · maturity maintenance

deep-learning machine-learning llm-training sdk deep-learning machine-learning developer-tools tutorials python cross-platform tensorflow template-application tfrecords wide-and-deep tensorboard model-serving distributed-training grpc-client sample-code

Member repositories

For agents

markdown · JSON · MCP: product_card(name="tobegit3hub/tensorflow_template_application")