Pinned Repositories
active-qa
Ad-papers
Papers on Computational Advertising
AGGCN
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
ALBERT
albert_zh
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
alphaFM
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
AnyQ
FAQ-based Question Answering System
ATLOP
Source code for paper "Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling", AAAI 2021
AwesomeMRC
This repo is our research summary and playground for MRC. More features are coming.
TensorFlow-TransX
An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow
davidie's Repositories
davidie/pycorrector
pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.
davidie/ranklib
A library of learning to rank algorithms
davidie/roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
davidie/simple-effective-text-matching
RE2算法 - Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".
davidie/redis-py-cluster
Python cluster client for the official redis cluster. Redis 3.0+.
davidie/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
davidie/nlp-competitions-list-review
复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!
davidie/faiss
consider this when you need semantic search, instead of term search
davidie/jpmml-lightgbm
lgb的java部署版本
davidie/LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
davidie/fastFM
FM的实现中用的更广泛的python工具包
davidie/Ad-papers
Papers on Computational Advertising
davidie/lightfm
用的相对广泛的一个python-fm包。API写的最详细,输入形式比较友好,但是输出的没有归一化的0-1之间。最后还是放弃了python-fm,改用libfm原版。
davidie/pyFM
试用了,训练速度慢,效果一般
davidie/libffm
相比于python-fm包,libFM的支持相对完善一点,准确率也更高一些。但是libFM缺少了模型保存和加载的支持,也没有early-stopping的机制,mcmc的学习更简便一些,但是mcmc得到的模型不能保存,als/sgd虽然能够保存模型,但学习效果依赖于调参,准确率比不上mcmc,总体来讲,libFM的支持也不太好用。最后选用libffm,libffm支持完备,而且准确率比libFM还要更高。
davidie/tensorflow
An Open Source Machine Learning Framework for Everyone
davidie/serving
A flexible, high-performance serving system for machine learning models
davidie/tensorflow_template_application
TensorFlow template application for deep learning
davidie/bert_serving
export bert model for serving
davidie/active-qa
davidie/lantern
🔴蓝灯最新版本下载 https://github.com/getlantern/download 🔴 Lantern Latest Download https://github.com/getlantern/download 🔴
davidie/bert
TensorFlow code and pre-trained models for BERT
davidie/EMNLP2018_NLI
Repository for NLI models (EMNLP 2018)
davidie/wide_deep
模型的实现细节直接用的Estimator定制的,主要工作在于特征配置
davidie/alphaFM
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
davidie/tensorflow-DSMM
Tensorflow implementations of various Deep Semantic Matching Models
davidie/Text-Pairs-Relation-Classification
About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.
davidie/AnyQ
FAQ-based Question Answering System
davidie/rnn-nlu
意图识别&槽填充联合模型 - A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
davidie/elasticsearch-definitive-guide
The Definitive Guide to Elasticsearch