mengma (bruce-xie)

bruce-xie

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mengma's repositories

2019-Autumn-recruitment-experience

2019届秋招面经集合

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Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

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CNN-3D-images-Tensorflow

3D image classification using CNN (Convolutional Neural Network)

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CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

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DeepLearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

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examples-of-web-crawlers

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

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Fall-Detection

Non-invasive Fall Detection with Keras and Tensorflow

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fanqiang

翻墙-科学上网

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JavaGuide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

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Keras-GAN

Keras implementations of Generative Adversarial Networks.

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keras-tcn

Keras Temporal Convolutional Network.

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MCF-3D-CNN

Temporal-spatial Feature Learning of DCE-MR Images via 3DCNN

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new-pac

科学上网专用

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nlp-journey

nlp相关的一些论文及代码, 包括LDA主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成、文本相似性(Text Similarity)计算等,基于keras和tensorflow

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nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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nlp_course

YSDA course in Natural Language Processing

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nlp_xiaojiang

自然语言处理(nlp),闲聊机器人(chatbot),BERT句向量-相似度(Sentence Similarity),文本分类(Text classify), 实体提取(ner,bert+bilstm+crf),数据增强(text augment enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征工程,keras-http-service调用

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pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

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pytorch-psetae

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

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Spark-MLlib-Tutorial

大数据框架 Spark MLlib 机器学习库基础算法全面讲解,附带齐全的测试文件

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spark2.x-mlib

一些spark2.x mlib的demo,包含数据集,目前有分类算法、聚类算法、pipeline

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TCN

Sequence modeling benchmarks and temporal convolutional networks

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temporalCNN

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

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temporalConvolutionalNetwork

Implementation of a Temporal Convolutional Network in Keras - it is tested on a classification and regression task.

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ThreeDPoseUnityBarracuda

Unity sample of 3D pose estimation using Barracuda

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VideoPose3D

Efficient 3D human pose estimation in video using 2D keypoint trajectories

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