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机器学习讲义

mlp icon mlp

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

models icon models

the implementation of classical network

mscnn icon mscnn

Tensorflow2（Keras）复现论文"Multi-scale Convolution Neural Networks for Crowd Counting"实现人群密度估计

nlp icon nlp

自然语言处理传统方法源码、课程cs224n源码、常用工具包源码

nms icon nms

Python实现NMS（非极大值抑制）对边界框进行过滤。

optimizedalgorithm icon optimizedalgorithm

本项目master分支不放置内容，不同分支放置各类机器学习算法的优化算法。

optimizedmakenn icon optimizedmakenn

本项目优化了之前的MakeNN，使命令行参数更加完善，代码可读性更高。（生成神经元结构图）

paperreadings icon paperreadings

包括机器学习、深度学习、计算机视觉等领域前沿论文的解读。

plotneuralnet icon plotneuralnet

包含PlotNeuralNet绘制神经网络结构图的教程源码

pythonweb icon pythonweb

利用Python进行Web开发（含Django、Flask、Tornado、Twisted常用建站框架）

scrapy icon scrapy

利用Scrapy框架进行的爬虫项目

sentimentanalysis icon sentimentanalysis

逻辑回归、支持向量机、神经网络在文本情感分析任务中的表现，基于IMDB数据集。

stacking icon stacking

机器学习集成模型之Stacking各类模型及工具源码

ticketsell icon ticketsell

简单的由Bootstrap和Django搭建的Web购票项目

tutorial icon tutorial

Tutorial about machine learning and deep learning framework.

vae icon vae

Numpy实现VAE生成MNIST数据集

yolo icon yolo

YOLO目标检测算法的介绍。

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