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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

django-recommends

A django app that builds item-based suggestions for users.

dnn-binary-code-similarity

dssm

dssm-1

DSSM and Multi-View DSSM

elmo-chinese

Deep contextualized word representations 中文 汉语

elmo-modeling

State-of-the-Art Text Classification using Deep Contextual Word Representations

entity-embedding-rossmann

entity_words_identification

应用crf++，进行电商命名实体识别

ernie-text-classification-pytorch

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

euler

A distributed graph deep learning framework.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

faiss

A library for efficient similarity search and clustering of dense vectors.

familia

A Toolkit for Industrial Topic Modeling

fastai

The fast.ai deep learning library, lessons, and tutorials

fastxml

FastXML / PFastXML / PFastreXML - Implementation of Extreme Multi-label Classification

flann

Fast Library for Approximate Nearest Neighbors

flash

LSH-GPU ANN package

gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

gbdt

Gradient boosting decision trees.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

generative-adversarial-networks

Tutorial on GANs

gensim

Topic Modelling for Humans

glove

:earth_americas: Compute Glove vectors using a co-occurence matrix

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

graph_representation_learning_with_gloabal_structural_information

This is a python implementation of the paper "GraRep: Learning Graph Representations with Global Structural Information". The improved implementation takes isolated nodes into consideration, generates distributed representation using Autoencoder instead of factorising matrix with SVD.

graphembeddingrecommendationsystem

Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

graphsage

Representation learning on large graphs using stochastic graph convolutions.

gwe

hashtomin

A MapReduce implementation of HashToMin for finding Connected Components in a graph.