https://github.com/samyak2/tensorflow-live-demo
An interactive demo made for my talk on Tensorflow
https://github.com/samyak2/tensorflow-live-demo
gradient-descent talk tensorflow
Last synced: about 2 months ago
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An interactive demo made for my talk on Tensorflow
- Host: GitHub
- URL: https://github.com/samyak2/tensorflow-live-demo
- Owner: Samyak2
- Created: 2021-05-14T08:20:57.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2023-09-24T18:19:42.000Z (almost 3 years ago)
- Last Synced: 2025-01-10T01:28:37.114Z (over 1 year ago)
- Topics: gradient-descent, talk, tensorflow
- Language: JavaScript
- Homepage:
- Size: 2.14 MB
- Stars: 3
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Gradient descent learning exercises
Interactive exercises used for my talk at a PES Open Source meetup (topic: Tensorflow)
Access the exercises at: https://tf.samyaks.xyz/ (or try http://samyak2.github.io/tensorflow-live-demo if that is down)
## Slides
Slides for this talk can be found [here](https://samyaks.xyz/tensorflow-meetup/) (source code is [here](https://github.com/Samyak2/tensorflow-meetup/))
## Exercises
There are 5 exercises with increasing difficulty, designed to learn the intuition behind neural networks without using technical terms.
All of the exercises are implemented using Tensorflow.js