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Name: davidie
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RoBERTa代码在examples/roberta - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
consider this when you need semantic search, instead of term search
FM的实现中用的更广泛的python工具包
Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
Adversarial Training for Natural Language Understanding
Header-only C++/python library for fast approximate nearest neighbors
IRGAN SIGIR paper experimental code
lgb的java部署版本
Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
🔴蓝灯最新版本下载 https://github.com/getlantern/download 🔴 Lantern Latest Download https://github.com/getlantern/download 🔴
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。
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。
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.
NEZHA: Neural Contextualized Representation for Chinese Language Understanding
Enhanced LTSM for natural language inference
复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!
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.
收录NLP相关竞赛经验贴(当前赛事、往期赛事、训练赛)、NLP会议时间、常用自媒体、GPU推荐等,持续更新中
Piece-wise CNN for relation extraction.
pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.
试用了,训练速度慢,效果一般
A Python wrapper for the libffm library.
北航大数据高精尖中心研究团队对问答系统的调研。包括基于知识图谱的问答系统(KBQA)和基于文本的问答系统(TextQA),每类系统分别对学术界和工业界进行调研。
R-NET implementation in Keras.
A library of learning to rank algorithms
Python cluster client for the official redis cluster. Redis 3.0+.
ATIS数据集 - Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.