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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

apl

Open source implementation of Adaptive Posterior Learning (ICLR 2019)

attention-is-all-you-need-pytorch

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

autoprescribe

Learning to Prescribe

awesome-graph-explainability-papers

Papers about explainability of GNNs

awesome-medical-coding-nlp

A collection of papers in automated medical coding from free-texts :)

awesome-neural-logic

Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断，神经逻辑，强人工智能逻辑推理前沿领域。

awesome-papers-fewshot

Collection for Few-shot Learning

bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

cada-vae-pytorch

Pytorch implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)

causal-text-papers

Curated research at the intersection of causal inference and natural language processing.

causalhtp

The official PyTorch code implementation of "Human Trajectory Prediction via Counterfactual Analysis" in ICCV 2021.

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复

cl4nlp-dm

Contrastive learning for natural language processing & data mining

contrastive-learning-nlp-papers

covid-19-tweetids

The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.

covid-dialogue

d3.js-demos

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

deepeye-apis

APIs of DeepEye: DeepEye: Towards Automatic Data Visualization [ICDE 2018]

deeplearningbook-chinese

Deep Learning Book Chinese Translation

drugbank

User-friendly extensions of the DrugBank database

event-cui-transfer

Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KDD 2017.

free-programming-books

:books: Freely available programming books

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gamenet

GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination

giza-pp

GIZA++ is a statistical machine translation toolkit that is used to train IBM Models 1-5 and an HMM word alignment model. This package also contains the source for the mkcls tool which generates the word classes necessary for training some of the alignment models.

gram

Graph-based Attention Model

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning