This repository was archived by the owner on Jul 21, 2020. It is now read-only.

Commits

Commits on Oct 12, 2019

Bumpy to python3 and make minor code lints.
kdexd
committed

Commits on Oct 22, 2018

Add main.py file to train and test the algorithm, update README.md (#4)

manojbalaji1
authored and
Karan Desai
committed

Commits on Sep 18, 2016

Update README.
Karan Desai
committed
Merge branch 'docstrings'
Karan Desai
committed
Add docstrings to predict method.
Karan Desai
committed
Add docstrings to validate method.
Karan Desai
committed
Add docstrings to fit method.
Karan Desai
committed
Add docstrings to __init__ method.
Karan Desai
committed
Include model saving mechanism in NeuralNetwork class.
Karan Desai
committed
Refactor model loading mechanism in NeuralNetwork class.
Karan Desai
committed

Commits on Sep 17, 2016

Simply directory structure.
Karan Desai
committed
Refactor neural net methods as per scikit style API.
Karan Desai
committed
Simplify mnist dataset wrapper script.
Karan Desai
committed
Remove .idea and mnist dataset directory.
Karan Desai
committed

Commits on Aug 27, 2016

Add method in NeuralNetwork to ingest model from npz file.
Karan Desai
committed
Add an io utility to save model as numpy compressed binary.
Karan Desai
committed
Separate out activation functions in another file.
Karan Desai
committed

Commits on Aug 1, 2016

Fixed typo (#3)

radarhere
authored and
Karan Desai
committed
Capitalization fix (#2)

ChrisAntaki
authored and
Karan Desai
committed

Commits on May 30, 2016

Add MIT License.
Karan Desai
committed
Merge branch 'readme' into 'master'
Karan Desai
committed
Add brief background.
Karan Desai
committed
Merge branch 'readme' into 'master'
Karan Desai
committed
Add examples according to figure.
Karan Desai
committed
Add info about biases, activations, zs.
Karan Desai
committed
Add info about layers and weights.
Karan Desai
committed

Commits on May 29, 2016

Add 'why a modified implementation' section.
Karan Desai
committed
Move native.py to top level directory.
Karan Desai
committed

Commits on May 28, 2016

Add fit, predict methods for scikit-learn style calling.
Karan Desai
committed
Add stochastic gradient descent method.
Karan Desai
committed
Prevent infinite while loop by decrementing epochs.
Karan Desai
committed
Fix weights, bias update statements in gradient descent.
Karan Desai
committed
Merge branch 'mnist-wrapper' with 'master'
Karan Desai
committed
Add mnist wrapper to load data.
Karan Desai
committed
Reconstruct directory structure.
Karan Desai
committed