https://github.com/kinvert/machine-learning
A Collection of Small Machine Learning Projects/Examples
https://github.com/kinvert/machine-learning
machine-learning mnist tensorflow-tutorials tensorflow2
Last synced: 9 months ago
JSON representation
A Collection of Small Machine Learning Projects/Examples
- Host: GitHub
- URL: https://github.com/kinvert/machine-learning
- Owner: Kinvert
- License: mit
- Created: 2022-12-08T23:46:54.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2024-10-08T04:34:31.000Z (about 1 year ago)
- Last Synced: 2024-10-11T08:41:36.921Z (about 1 year ago)
- Topics: machine-learning, mnist, tensorflow-tutorials, tensorflow2
- Language: Jupyter Notebook
- Homepage:
- Size: 23.6 MB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
[logo]: https://github.com/Kinvert/Machine-Learning/blob/master/zData/youtube_logo.png
# Machine-Learning
A collection of small Machine Learning projects and examples.
CUDA stuff has moved to [CUDA-Stuff](https://github.com/Kinvert/CUDA-Stuff)
## Table of Contents
- [Algorithms](https://github.com/Kinvert/Machine-Learning/tree/master/Algorithms)
- [Linear Regression](https://github.com/Kinvert/Machine-Learning/tree/master/Algorithms/Linear-Regression)
- [Autoencoders](https://github.com/Kinvert/Machine-Learning/tree/master/Autoencoders)
- CIFAR-10 Visualizations - Incomplete
- [MNIST Visualizations](https://github.com/Kinvert/Machine-Learning/tree/master/Autoencoders/MNIST-Visualizations)
- [Basic Classification](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification)
- [CIFAR-10](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/CIFAR-10)
- [![Youtube Link][logo]](https://youtu.be/WatCaYXlmto) [Using Only OpenAI's ChatGPT](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/CIFAR-10)
- [Fashion-MNIST](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/Fashion-MNIST)
- [![Youtube Link][logo]](https://youtu.be/IRfDrkd__VE) [Using Only OpenAI's ChatGPT](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/Fashion-MNIST)
- [MNIST](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST)
- [TensorFlow GPU](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/TensorFlow-GPU)
- [![Youtube Link][logo]](https://youtu.be/MetDgYqPD1I) [Trying OpenAI's ChatGPT and TFJS](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/TensorFlow-JS)
- [![Youtube Link][logo]](https://youtu.be/6tUtbAbLr84) [Matlab-Octave](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/Matlab-Octave)
- [![Youtube Link][logo]](https://youtu.be/DSgy-jBqZb0) [tinygrad](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/tinygrad)
## By Language / Library
- [CPP](https://github.com/Kinvert/Machine-Learning/search?l=C%2B%2B)
- [MNIST](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/CPP) in progress
- [Eigen](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/CPP) in progress
- [CUDA](https://github.com/Kinvert/Machine-Learning/search?l=CUDA)
- Mostly moved to [CUDA-Stuff](https://github.com/Kinvert/CUDA-Stuff)
- [JavaScript](https://github.com/Kinvert/Machine-Learning/search?l=JavaScript)
- TensorFlow JS
- [![Youtube Link][logo]](https://youtu.be/MetDgYqPD1I) [Trying OpenAI's ChatGPT and TFJS](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/TensorFlow-JS)
- [Matlab/Octave](https://github.com/Kinvert/Machine-Learning/search?l=MATLAB)
- [![Youtube Link][logo]](https://youtu.be/6tUtbAbLr84) [MNIST Matlab-Octave](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/Matlab-Octave)
- Python / [Jupyter Notebook](https://github.com/Kinvert/Machine-Learning/search?l=Jupyter+Notebook)
- TensorFlow
- Pretty Much Everything will update this later
- [tinygrad](https://github.com/tinygrad/tinygrad)
- [MNIST](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/MNIST/tinygrad)
## Some Visualizations
coming soon
[
](https://github.com/Kinvert/Machine-Learning/tree/master/Basic-Classification/Fashion-MNIST)