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em-junsun'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

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

drl-networking icon drl-networking

Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.

easy-rl icon easy-rl

强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/

easytrans icon easytrans

支持谷歌翻译、百度翻译、有道翻译的免费接口,基于Django、PyMuPDF实现了pdf文档英译汉的功能,翻译后的pdf格式基本保持不变,可以下载docx和pdf格式的翻译文档,基本解决复制caj中文论文时的格式问题,简单的满足看论文以及写总结的需求。

halfrost-field icon halfrost-field

✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

machine-learning-in-action icon machine-learning-in-action

个人使用jupyter notebook整理的peter的《机器学习实战》代码,使其更有层次感,更加连贯,也加了一些自己的修改,以及注释

numpy_neural_network icon numpy_neural_network

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层;以及图像分类案例及精调网络案例等,持续更新中... ...

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

python icon python

All Algorithms implemented in Python

python-is-cool icon python-is-cool

Cool Python features for machine learning that I used to be too afraid to use

python-small-examples icon python-small-examples

Python有趣的小例子一网打尽。Python基础、Python坑点、Python字符串和正则、Python绘图、Python日期和文件、Web开发、数据科学、机器学习、深度学习、TensorFlow、Pytorch,一切都是简单易懂的小例子。

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

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