Artificial neural network construction and training
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Updated
Sep 20, 2015 - Python
Artificial neural network construction and training
All popular machine learning toolkits in one docker image.
Language modeling using nairaland featured links as dataset
This work is part of practical Deep Learning in Computer Vision in which we apply CNN(Convolutional Neural Network) to predict protein function in different classes. We used Theano and lasagne deep learning libraries for CNN
All my presentations/reports + final project for the COMP767 reinforcement learning class at McGill.
Resources for Designing and Utilizing Neural Networks
Improvement and Implementation of Paper 'Identification of ATP binding residues of a protein from its primary sequence'
Neural Networks Project
Conviz is a convolutional neural network layer visualization library developed in Python and used with Keras.
The official implementation of the paper "DISTRIBUTION PADDING IN CONVOLUTIONAL NEURAL NETWORKS"
Kaggle "Didi" Taxi competition (2016)
翻新的最大似然估计框架 copied and renewed maximum likelihood estimation package
Sample code for creating a multi-layer perceptron using Theano.
An implementation of SRCNN
A program designed to solve partial differential equations using neural networks, that uses Theano for symbolic computation.
Deep learning (DL) materials collected from various sources including Udacity, Coursera, Udemy and many others. I also add my comments, notes and code for various DL topics. The main DL frameworks that I use for coding are Tensorflow, Kears and Theano. I will continue adding more materials and revising existing ones. I will also reorganize this …
A Theano re-implementation of the WCT net for style transfer
A replication of Least Square GAN
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