Chang Liu's Projects
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
Federated learning on graph and tabular data related papers, frameworks, and datasets.
Codalab Homewoks of CS224w, modified for local device running, translated in Chinese (Original English text remaining)
Modified cvtools
Implementation with latest PyTorch (v1.3) for multi-gpu DARTS without bugs.
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet代码实现改为PyTorch实现。
还需要学习一个
Meme Generator with Face Segmentation on Mobile Devices
用来给Markdown文档插图……
Generate models implementions , including GAN and Auto Encoder. Based on pytorch 1.0+
Image classification codes based on Pytorch1.4 and Tensorflow2.0
📘《Python进阶》(Intermediate Python 中文版)
基于Pytorch 1.0 实现的中文断句与标点符号恢复。
周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1000+页)和视频链接
Open MMLab Detection Toolbox and Benchmark
Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".
This paper is accpeted by WSDM 2023
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
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
统计学习理论与方法期末
中文句子韵律分析&停顿推断
被逐出师门之前的devkit for TZB
Standardizing weights to accelerate micro-batch training