jostmey/NakedTensor resource

Health v2 · maintenance only

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2405 stars · 144 forks observed · 2026-08-28

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

A set of bare-bones TensorFlow example scripts that teach the fundamentals by fitting a straight line to data using gradient descent. It progresses from serial computation to tensor-based parallelism to stochastic gradient descent on millions of datapoints.

Use cases

• learn tensorflow basics from scratch
• understand how gradient descent fits a line
• see the difference between serial and tensor-based computation
• learn how placeholders feed data in tensorflow
• example of stochastic gradient descent on big data
• simple tensorflow tutorial for beginners

When to choose

• you are new to TensorFlow and want the simplest possible introduction
• you want to understand how TensorFlow models are constructed step by step
• you want a minimal example of stochastic gradient descent with placeholders

When to avoid

• you need production-ready machine learning code
• you use TensorFlow 2.x since these examples target the legacy 1.x API
• you need advanced models beyond linear regression

Facets

learning-resource · maturity abandoned

machine-learning benchmarking machine-learning tutorials big-data python tensorflow tutorial linear-regression gradient-descent stochastic-gradient-descent educational

Member repositories

For agents

markdown · JSON · MCP: product_card(name="jostmey/NakedTensor")