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TensorFlow-Examples: Learn Deep Learning

Name: TensorFlow-Examples: Learn Deep Learning
Author: aymericdamien

Startups get beginner-friendly tutorials with TensorFlow-Examples, suitable for founders new to machine learning.

43,744 stars14,686 forksJupyter NotebookGuide quality 8/10Updated 7/26/2024100% free · open source

What it does

TensorFlow-Examples provides beginner-friendly tutorials and examples for startups to get started with machine learning using TensorFlow

When to use it

•You're a non-technical founder who wants to learn the basics of machine learning
•You need to prototype a machine learning model quickly without extensive coding
•You're looking for example code to understand how TensorFlow works

Ready-to-paste prompt

Run the `mnist` example with a specific learning rate: `python mnist/basic_mnist.py --learning_rate 0.01`

Heads up: Make sure you have the correct version of TensorFlow installed, as some examples may not be compatible with the latest version; check the `README.md` for specific version requirements

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/tensorflow-examples && curl -fsSL https://workflowstacks.com/api/skills/tensorflow-examples/claude-skill -o ~/.claude/skills/tensorflow-examples/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How TensorFlow-Examples: Learn Deep Learning works

Codeflow

Free to inspect

TensorFlow-Examples: Learn Deep Learning is mostly documents (5 doc files, 65 small scripts) — something you read, not something you run. There is nothing to install. Last commit 25 months ago, Other license.

Size

Mostly documents

5 documents · 65 small scripts · 10 min skim

Setup

Nothing to install

A course / notebook collection. Read it; run cells if you like.

Runs on

Nowhere — you read it

A reading resource, not a program.

Jupyter Notebook 99%Python 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
examples/1_Introduction/basic_eager_api.py
A worked example — copy this to get going

What's in each folder

examples/Examples you can copy33 files

tensorflow_v1/Folder69 files

notebooks/Research & notebooks37 files

tensorflow_v2/Folder25 files

resources/Folder10 files

READMEDocumentedExamples includedOther licenseLast update 25 mo ago

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/tensorflow-examples && curl -fsSL https://workflowstacks.com/api/skills/tensorflow-examples/claude-skill -o ~/.claude/skills/tensorflow-examples/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

aymericdamien

Language

Jupyter Notebook