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ly19901990's Projects

cnn-numpy icon cnn-numpy

Inplement an CNN frame with Numpy, easy to learn, hard to use hhhh

machine_learning icon machine_learning

参考了西瓜书,sklearn源码,李航统计学,机器学习实战、机器学习中的数学

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

ml_notes icon ml_notes

机器学习算法的公式推导以及numpy实现

mlp icon mlp

Numpy手写BP神经网络,对比Dropout、Batch Normalization等训练技巧的效果。

nlp icon nlp

My class code and homework

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_ability icon nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力

pytorch_classification icon pytorch_classification

利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码

statistic-study-notes icon statistic-study-notes

李航统计学习方法(第二版)的学习笔记,包括:1、每章重点公式的手动推导 2、每章算法的Python自实现 3、学习过程中的笔记与心得 4、每章节的课后习题 5、每周都会按照至少一周一章的进度定时将自己的学习进度更新到这个仓库

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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