icemansina Goto Github PK

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:

lasagne

Lightweight library to build and train neural networks in Theano

lasagne_residual_network

layernorm

Test LayerNorm for Lasagne

lowrankcnn

Low-rank convolutional neural networks

lstm-cf

LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models

Models and examples built with TensorFlow

mxnet-learning-note

MXNet中文学习笔记

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

neural-gpu

Theano implementation of the Neural GPU

neural-storyteller

A recurrent neural network for generating little stories about images

neural-turing-machines

Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/abs/1410.5401)

nlp_dl_lecture_note

ntm-lasagne

Neural Turing Machines library in Theano with Lasagne

ntm-one-shot

One-shot Learning with Memory-Augmented Neural Networks

p2rank

P2Rank: Protein-ligand binding site prediction tool based on machine learning. Stand-alone command line program / Java library for predicting ligand binding pockets from protein structure.

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pointsite_inference

PointSite: a point cloud segmentation tool for identification of protein ligand binding atoms

protein-transformer

Predicting protein structure through sequence modeling

ptrnets

Pointer Networks

pybrain

raptorx_property_fast

RaptorX-Property: a Standalone Package for Protein Structure Property Prediction

rcnn-depth

Learning Rich Features from RGB-D Images for Object Detection and Segmentation

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

recipes

Lasagne recipes: examples, IPython notebooks, ...

reseg

A Recurrent Neural Network for Object Segmentation

rlntm

An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!