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https://github.com/wdbm/ml_draft_material

machine learning introduction, featuring Python, TensorFlow, Keras, examples... and love
https://github.com/wdbm/ml_draft_material

convolutional-neural-networks keras lstm-neural-networks machine-learning tensorflow tensorflow-tutorials

Last synced: 2 months ago
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machine learning introduction, featuring Python, TensorFlow, Keras, examples... and love

Host: GitHub
URL: https://github.com/wdbm/ml_draft_material
Owner: wdbm
License: gpl-3.0
Created: 2017-07-31T22:30:30.000Z (over 7 years ago)
Default Branch: master
Last Pushed: 2024-05-09T16:41:11.000Z (9 months ago)
Last Synced: 2024-12-07T06:10:04.344Z (2 months ago)
Topics: convolutional-neural-networks, keras, lstm-neural-networks, machine-learning, tensorflow, tensorflow-tutorials
Language: Jupyter Notebook
Homepage:
Size: 57.8 MB
Stars: 3
Watchers: 5
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        ![](https://raw.githubusercontent.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/master/media/Psychedelic_Machine_Learning_in_the_Cenozoic_Era.gif)

**FYI: under construction (i.e. this documentation is under construction, incomplete etc.)**

- [setup](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/setup.md)

- [using Jupyter remotely](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/Jupyter.md)

- [machine learning introduction](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/machine_learning_introduction.ipynb)

- [dimensionality reduction](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/dimensionality_reduction.ipynb)

- [TensorFlow introduction](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/TensorFlow_introduction.ipynb)

- [TensorBoard](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/TensorBoard.ipynb)

- [Keras introduction](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/Keras_introduction.ipynb)

- [Keras 2D convolutional neural network on MNIST dataset](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/Keras_convolutional_MNIST.ipynb)

- [Keras 1D convolutional neural network on iris dataset](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/Keras_convolutional_iris.ipynb)

- [decision trees](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/decision_trees.ipynb)

- [word vectors](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/word_vectors.md)

- [focal loss](https://github.com/wdbm/Psychedelic_Machine_Learning_in_the_Cenozoic_Era/blob/master/focal_loss.ipynb)