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pengxia24's starred repositories

optuna

A hyperparameter optimization framework

Language:PythonNOASSERTION1022600

tag-based-multi-span-extraction

The official implementation of EMNLP 2020, "A Simple and Effective Model for Answering Multi-span Questions".

Language:Python15600

NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

MIT160800

Java

All Algorithms implemented in Java

Language:JavaMIT5777200

InterpretableMLBook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

GPL-3.0481400

nlp-beginner-finish

此项目完成了关于 NLP-Beginner：自然语言处理入门练习的所有任务，所有代码都经过测试,可以正常运行。

Language:Python126700

longformer

Longformer: The Long-Document Transformer

Language:PythonApache-2.0200200

runx

Deep Learning Experiment Management

Language:PythonBSD-3-Clause63000

trl

Train transformer language models with reinforcement learning.

Language:PythonApache-2.0882200

oss-browser

OSS Browser 提供类似windows资源管理器功能。用户可以很方便的浏览文件，上传下载文件，支持断点续传等。

Language:JavaScriptNOASSERTION316400

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Language:PythonNOASSERTION1407600

torchlayers

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

Language:PythonMIT56900

jqed

json interactive stream editor (jq + up) - for Linux and MacOS

Language:PythonGPL-3.024300

superstring.py

A fast and memory-optimized string library for heavy-text manipulation in Python

Language:PythonMIT25000

BERT-related-papers

BERT-related papers

202900

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Language:PythonApache-2.0231500

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

Language:Jupyter NotebookMIT1393200

Chinese-ELECTRA

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

Language:PythonApache-2.0138400

Chinese-Text-Classification-Pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

Language:PythonMIT519300

Text-Attention-Heatmap-Visualization

Plot the vector graph of attention based text visualisation

Language:Python36200

ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Language:Jupyter NotebookGPL-3.0239300

JavaTutorial

【Java工程师面试复习指南】本仓库涵盖大部分Java程序员所需要掌握的核心知识，整合了互联网上的很多优质Java技术文章，力求打造为最完整最实用的Java开发者学习指南，如果对你有帮助，给个star告诉我吧，谢谢！

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code-and-blog

Some small scale experiments for my blog posts 📝

Language:Jupyter NotebookApache-2.07800

stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Language:PythonNOASSERTION715500

learn-unbiased

Code for the paper Learning Unbiased Representations via Mutual Information Backpropagation

Language:Python2100

ReZero-examples

PyTorch Examples repo for "ReZero is All You Need: Fast Convergence at Large Depth"

Language:Jupyter NotebookMIT6200

scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

Language:Jupyter NotebookCC-BY-4.0100900

Practical_Python_Programming

北邮《Python编程与实践》课程资料

Language:Jupyter Notebook72800

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

Language:TeX659200

qa_match

A simple effective ToolKit for short text matching

Language:PythonNOASSERTION32800