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witwei's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm_interview_notes-chinese icon 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

deep_learning icon deep_learning

深度学习在推荐算法的ctr预估等场景中的应用,包括dnn、deepfm、wide&deep模型,全程仅使用tensorflow低阶API,工程上窥探深度神经网络的本质

deeplearning-500-questions icon 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15个章节,近20万字。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............ 版权所有,违权必究 Tan 2018.06

dl_ctr icon dl_ctr

基于科大讯飞AI营销算法比赛实现CTR深度学习方法

fpn icon fpn

Feature Pyramid Networks for Object Detection

kaggle icon kaggle

Kaggle 项目实战(教程) = 文档 + 代码 + 视频

kaggle_crowdflower icon kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

mask_rcnn icon mask_rcnn

Mask R-CNN on Keras and TensorFlow,个人注释版

pytorch-handbook icon 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

stacknet icon stacknet

StackNet is a computational, scalable and analytical Meta modelling framework

textclassificationimplement icon textclassificationimplement

’达观杯‘文本智能处理挑战赛,文本分类任务的实现,包括一些传统的监督学习算法和深度学习算法,主要基于sklearn/xgb/lgb/pytorch包实现。

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