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adjacent-encoder

Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-causality-data

A data index for learning causality.

awesome-deeplogic

A collection of papers of neural-symbolic AI (mainly focus on NLP applications)

awesome-fashion-ai

A repository to curate and summarise research papers related to fashion and e-commerce

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

cafe

Cafe: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation

cornac

A Comparative Framework for Multimodal Recommender Systems

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-reasoning-papers

Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

multinetx

multiNetX is a python package for the manipulation and visualization of multilayer networks. It is build on NetworkX

network-deconfounder-wsdm20

Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.

networkx

Official NetworkX source code repository.

neuralsymbolic-demo

nmt

TensorFlow Neural Machine Translation Tutorial

opennmt-py

Open Source Neural Machine Translation in PyTorch

pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

recommendation-retrieval

A tutorial on scalable retrieval of matrix factorization recommendations

remote_test

testing remote

scikit-learn

scikit-learn: machine learning in Python

scikit-multilearn

A scikit-learn based module for multi-label et. al. classification

snorkel

A system for quickly generating training data with weak supervision

syrenn

SyReNN: Symbolic Representations for Neural Networks

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

topdeeplearning

A list of popular github projects related to deep learning

tutorials

A tutorial series by Preferred.AI