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absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

amazonpharm

apache-sqoop-cookbook

Apache Sqoop Cookbook

aspect-based-sentiment-analysis

A paper list for aspect based sentiment analysis.

aspect-based-sentiment-analysis-1

A paper list for aspect based sentiment analysis and emotion-cause pair extraction.

aspect-extraction

Several aspect extraction methods tried

attention-and-capsule-based-aspect-extraction

Based on ABAE [implementation](https://github.com/alexeyev/abae-pytorch) by [Anton Alekseev](https://github.com/alexeyev), but attention mechanism replaced by a capsule network cell

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-rspapers

Recommender System Papers

bert-e2e-absa

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

bert-for-rrc-absa

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

bidtree

The implementation of TASLP 2019 paper Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation

bookshelf

:books: books

carp

The implementation of “A Capsule Network for Recommendation and Explaining What You Like and Dislike”, Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu, https://dl.acm.org/citation.cfm?doid=3331184.3331216

cat-dog

course-nlp

A Code-First Introduction to NLP course

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

data-science-from-scratch

python, numpy, scipy, pandas exercises for data science book

data-science-from-scratch-1

code for Data Science From Scratch book

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

datascience_artificialintelligence_utils

Examples of Data Science projects and Artificial Intelligence use cases

description

distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

face_recognition

The world's simplest facial recognition api for Python and the command line

gans-awesome-applications

Curated list of awesome GAN applications and demo

geneticalgorithmswithpython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

ggnn-for-babi-dataset.pytorch.1.0

A Complete PyTorch 1.0 Implementation of Gated Graph Sequence Neural Networks (GGNN)

graph-networks

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

huyen_info5731_spring2020

ibm