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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

bd2k-summer-workshop

Teaching the fundamentals of bioinformatics and data science. BD2K Summer Workshop 2016

dcgan-autoencoder

dcgan_code

Deep Convolutional Generative Adversarial Networks

gen_adv

A repo to contain my generative adversarial runner

gru

Retry githubbing helix_gru

helix_network

updated helix_nn

ijcai2016

This repository is for the replication of our published paper "Protein Secondary Structure Prediction Using Cascaded Convolutional and Recurrent Neural Networks" on IJCAI2016. Please consult and consider citing the following papers:

micro-manager

Microscope control and image acquisition integrated with ImageJ.

protein_conformation

Repository for summer project

pylearn2

A Machine Learning library based on Theano

r3n

Recurrent neural network for nanopores

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

word2vecpy

Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms