dds-dong Goto Github PK

arctic-captions

csmath

ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.

cvxpy

A Python-embedded modeling language for convex optimization problems.

dataset-examples

Samples for users of the Yelp Academic Dataset

deep-mf

Deep NNs for recommendations

deep-reinforcement-learning-networks

A list of deep neural network architectures for reinforcement learning tasks.

deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

deepnet

Implementation of some deep learning algorithms.

groundhog

Library for implementing RNNs with Theano

gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

hello-world

just another repository

implicit-mf

Implicit matrix factorization as outlined in http://labs.yahoo.com/files/HuKorenVolinsky-ICDM08.pdf.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-rl

Deep Reinforcement Learning for Keras.

lda

Topic modeling with latent Dirichlet allocation

lda-c

This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

list_of_recommender_systems

A List of Recommender Systems and Resources

lstm

lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

neural-network-papers

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

prml

Some IPython notebooks based on Bishop's "Pattern Recognition and Machine Learning" book

prmlt

Pattern Recognition and Machine Learning Toolbox

rnn_benchmarks

tensorflow-examples

TensorFlow tutorials and code examples for beginners

theano-hf

General purpose Hessian-free optimization in Theano