runngezhang / dropout_dropconnect Goto Github PK
View Code? Open in Web Editor NEWDropout and Dropconnect implementation on Theano
Dropout and Dropconnect implementation on Theano
This folder contains the following files and directories: 1) Results: results of the experiments performed a) csv output files - mnist. The csv output files contain the output predictions of the test data and the training and testing cost per epoch, testing error. b) ipython notebook files c) figures used in the report 2) convo_2_layers.py - 2 layer CNN and 1 mlp layer 3) convo_3_layers.py - 3 layer CNN and 1 mlp layer 4) mlp_dropout_dropconnect.py - classes for implementation of nodrop, dropout, dropconnect 5) nn.py - implementation of individual layers in the neural network 6) utils.py - functions for data augmentation and loading the datasets
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.