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聚焦 NLP、机器学习、深度学习与工程实践的学习记录与项目笔记
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Practical AI Notes, Systems, and Engineering

围绕 NLP、LLM、机器学习与工程实践，持续沉淀值得复用的方法、系统设计、实验记录与项目思考。

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Latest Posts

Spark_lightgbm

«««< HEAD layout: post title: “lightgbm” subtitle: “ "lightgbm"” date: 2022-08-15 18:00:00 mathjax: true author: “zwt” header-img: “i...

Posted by 记录 · August 15, 2022

类别不平衡问题

«««< HEAD layout: post title: “类别不均衡” subtitle: “ "trick"” date: 2022-07-28 18:00:00 mathjax: true author: “zwt” header-img: “img/pos...

Posted by 记录 · July 27, 2022

ner

"实体抽取"

基础概念 bert+crf的不足 嵌套Nested 不连续 序列标注范式 MRC范式 指针范式 多头标注 典型模型 总结 参考 基础概念 bert+crf的不足 复杂场景：flat、n...

Posted by zwt · July 10, 2022

推荐系统多任务学习

«««< HEAD layout: post title: “推荐系统多任务学习” subtitle: “ "recommend"” date: 2020-05-27 18:00:00 mathjax: true author: “zwt” header-img: ...

Posted by 记录 · July 10, 2022

推荐系统bias Debias

«««< HEAD layout: post title: “推荐系统bias and debias” subtitle: “ "recommend"” date: 2020-05-27 18:00:00 mathjax: true author: “zwt” he...

Posted by 记录 · July 10, 2022

Bandit

«««< HEAD layout: post title: “bandit” subtitle: “ "bandit"” date: 2021-09-07 18:00:00 mathjax: true author: “zwt” header-img: “../im...

Posted by 记录 · June 22, 2022

特征处理

«««< HEAD layout: post title: “特征处理” subtitle: “ "特征处理"” date: 2022-09-05 18:00:00 mathjax: true author: “zwt” header-img: “img/post-...

Posted by 记录 · April 21, 2022

优化方法

"优化方法"

优化方法框架 优化方法 GD mini-batch GD Momentum Nesterov Adagrad RMSprop Adadelta Adam Adammax Nad...

Posted by zwt · January 28, 2022

实时数据测试

"实时数据测试"

nc nc 1 2 3 1.下载软件：https://eternallybored.org/misc/netcat/ 2.解压将其中的nv.exe复制到当前用户目录下 3.在cmd界面nc -L -p 端口号进行测试

Posted by zwt · January 28, 2022

深度学习部署

"onnx"

模型导出 预测 代码示例 模型导出 预测 代码示例 模型导出 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 #构建模型 import torch class ...

Posted by zwt · November 17, 2021

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