juanjoneri/learning-machine-learning

Use python Jupyter notebooks (numpy, pandas, matplotlib, etc) to implement and test simple machine learning algorithms.

Learning-Machine-Learning

Based on Standford's CS231n

And also Andrew's Ng "Machine Learning by Stanford University"

Convolutional Neural Networks for Visual Recognition

Notes Order

• Nearest Neighbors

  • Print Number
  • Find Distance
  • Nearest Neighbors
  • Test Nearest Neighbors
  • Knearest

• Linear Regression

  • DataPeek (Andrew's HW2 data)
  • Linear Regression wiht 2 Variables
  • 2 Variables Linear model, 3D visualization
  • Matlab 3D visualization

• Gradient Descent

  • AbalonePeek
  • Gradient Descent

• Logistic Regression

  • Logistic on Iris Data
  • Logistic on Titanic

• Softmax (multinomial logistic)

  • Softmax (notMNIST, TensorFlow in action!)

• Neural Networks

  • First NN

learning-machine-learning's Issues

Rename repo title

The repository title is easy to rename. Change it to fix the spelling error and also change the README to reflect the new title.

Move Sandbox.ipynb into a directory

It looks odd as a top level file