1177 Open source projects that are alternatives of or similar to Kbgan

Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

TypeDB Loader - Data Migration Tool for TypeDB

TypeDB: a strongly-typed database

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

A privacy-first, open-source platform for knowledge management and collaboration. Desktop app download link: https://github.com/logseq/logseq/releases, roadmap: https://trello.com/b/8txSM12G/roadmap

📖 Project Docs / Knowledge Base template for Hugo Website Builder. 创建项目文档

As far as we know, CONVEX is the first unsupervised method for conversational question answering over knowledge graphs. A demo and our benchmark (and more) can be found at

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

Tensorflow implementation of generative adversarial imitation learning

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

Conversational AI Reading Materials

A curated list of amazingly awesome articles, people, applications, software libraries and projects related to the knowledge management space

Meandering In Networks of Entities to Reach Verisimilar Answers

TypeDB: a strongly-typed database

Multi-Hop Logical Reasoning in Knowledge Graphs

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Free self-hosted desktop app: https://github.com/athensresearch/athens/releases; Try the demo at https://athensresearch.github.io/athens; Docs viewable at https://athensresearch.github.io/docs/

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

Grakn Workbase (Knowledge IDE)

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

TopicDB is a topic maps-based semantic graph store (using PostgreSQL for persistence)

A state of the art knowledge base

in progress

The OpenCog (hyper-)graph database and graph rewriting system

A curated list of ontology things

ASER (activities, states, events, and their relations), a large-scale eventuality knowledge graph extracted from more than 11-billion-token unstructured textual data.

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

SimplE Embedding for Link Prediction in Knowledge Graphs

Offline-, mobile-first graph note-taking app focused on performance with the knowledgebase of any scale

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

A curated list of dedicated resources and applications

A batteries-included kit for knowledge graphs

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

Language, Knowledge, Cognition

利用网络上公开的数据构建一个小型的证券知识图谱/知识库

EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"

DCGAN image generator 🖼️.

An End-To-End, Lightweight and Flexible Platform for Game Research

Helpy is a modern, open source helpdesk customer support application. Features include knowledgebase, community discussions and support tickets integrated with email.

POMDPs in Python.

Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

Abstractions, algorithms, and utilities for reinforcement learning in Julia

Collection of stats, modeling, and data science tools in Python and R.

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

Several data modalities for KBs (visual, numerical, temporal, etc.)

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

A library of reinforcement learning components and agents

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.