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agriculture_knowledgegraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

arga

This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].

awesome

:sunglasses: Curated list of awesome lists

awesome-rl

Reinforcement learning resources curated

banditlib

Library of contextual bandits algorithms

blog

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

deepwalk

DeepWalk - Deep Learning for Graphs

discogs_client

Official Python Client for the Discogs API

drl-rec

Deep reinforcement learning for recommendation system

drqn-tensorflow

Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro

esim-response-selection

ESIM for Multi-turn Response Selection Task

fasteals

Experiments codes for SIGIR'16 paper "Fast Matrix Factorization for Online Recommendation with Implicit Feedback "

graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

maxent

Maximum Entropy Modeling Toolkit for Python and C++

models

Models and examples built with TensorFlow

msongsdb

Code for the Million Song Dataset, the dataset contains metadata and audio analysis for a million tracks, a collaboration between The Echo Nest and LabROSA. See website for details.

mymedialite

recommender system library for the CLR (.NET)

node2vec

nowplaying-rs-music-reco-fm

#nowplaying-RS: Music Recommendation using Factorization Machines

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

ntu-hsuantienlin-machinelearning

openne

An Open-Source Package for Network Embedding (NE)

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

pca_transform

Java PCA transformation of a data matrix

permuted-babi-dialog-tasks

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.