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deep_uncertainty_estimation

This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as described in "A General Framework for Uncertainty Estimation in Deep Learning" (Loquercio, Segù, Scaramuzza. RA-L 2020).

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deeprank

A first cut into exploring the use of dependency links for building Text Graphs, that, among other things, with help of a centrality algorithm like *PageRank*, can extract relevant keywords and summaries from text documents.

deepst

Deep Learning for Spatio-Temporal Data

diaformer

Diaformer: Automatic Diagnosis via Symptoms Sequence Generation

diagnoseadv

Source code for the IJCKG2021 paper "Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction".

dialogpt

Large-scale pretraining for dialogue

dianpingcrawler

get data from Dazong Dianping

distil-bilstm

Scripts to train a bidirectional LSTM with knowledge distillation from BERT

distributional-signatures

Few-shot Text Classification with Distributional Signatures

diversefewshot_amazon

dkrl

Representation Learning of Knowledge Graphs with Entity Descriptions

dl-models-for-qa

Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).

dl_eventextractionpapers

2015年以来基于深度学习方法的事件抽取论文整理

dnn-lstm-word-segment

Chinese Word Segmention Base on the Deep Learning and LSTM Neural Network

doccano

Open source text annotation tool for machine learning practitioner.

doctor

基于知识图谱的分布式智能医疗诊断系统

docunet

Source code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

doing_the_phd

domiknows

duobert

dygiepp

Span-based system for named entity, relation, and event extraction.

dynet

DyNet: The Dynamic Neural Network Toolkit

easydetect

easydetect1

easyedit

easyinstruct

An Easy-to-use Framework to Instruct Large Language Models.

effective_transformer

Running BERT without Padding

el-2019

2019年百度的实体链接比赛，“科学空间队”源码

eli5

Scripts and links to recreate the ELI5 dataset.