New Features

• Added APIloggings to swanlab.init and swanlab.log, which automatically prints metrics to the terminal when loggings are enabled by @xiaolin199912 @Feudalman in #277
• New Config/Summary table component with support for parameter search by @Feudalman @SAKURA-CAT in #271

Improvement

• improve web page fonts by @xiaolin199912 in #278
• improve web page header by @little1d in #260
• Fixed an problem where NaN appears in swanlab.log by @SAKURA-CAT @Feudalman in #273

Bug Fixes

• Fixed an issue where running "swanlab watch" in Python 3.8 would result in an error by @Feudalman in #271
• Fixed a problem where incompatible data types in swanlab.log would cause GridView and Summary components to crash by @SAKURA-CAT @Feudalman in #273

新增功能

• swanlab.init与swanlab.log增加APIloggings，开启loggings时将自动打印指标到终端 by @xiaolin199912 @Feudalman in #277
• 新的Config/Summary表格组件，支持参数搜索 by @Feudalman @SAKURA-CAT in #271

优化

• 优化网页字体 by @xiaolin199912 in #278
• 优化网页Header by @little1d in #260
• 优化swanlab.log出现NaN的情况 by @SAKURA-CAT @Feudalman in #273

修复

• 修复在python3.8版本时运行swanlab watch会报错的问题 by @Feudalman in #271
• 修复当swanlab.log出现非兼容类型数据时会导致GridView和Summary组件崩溃的问题 by @SAKURA-CAT @Feudalman in #273

🚨 Breaking News

In the version, we replaced the previous basic configuration information read/write solution with SQLite database and Peewee library. This is a major change that is highly beneficial for the future of the project, but it is not compatible with old versions (swanlab<=v0.1.4) of log data files. Therefore, if you need to visualize log files generated by old versions, please use transfer script.

在此版本，我们使用SQLite数据库和Peewee库替代了之前的基础配置信息读写方案。这是个极大有利于项目未来的改动，但缺陷是不兼容旧版本（swanlab<=v0.1.4）的日志数据文件，所以如需可视化旧版本产生的日志文件，使用转换脚本。

New Features

• Replaced the previous basic configuration information read/write solution with SQLite database and Peewee library (#114) by @SAKURA-CAT @Feudalman in #203 #202.
• Experiment list supports quick export of CSV files by @Feudalman in #206
• Experiment list supports "Summary Only" view by @Feudalman in #230
• Experiment list supports search by @Feudalman in #230
• Environment item added "Quick Copy" interaction by @Feudalman in #250
• Automatic environment recording adds logdir and Run path by @Feudalman @KashiwaByte in #205
• New API swanlab.config by @xiaolin199912 @SAKURA-CAT in #248

Optimization

• Optimized part of UI by @SAKURA-CAT @Feudalman in #209
• Added Y-axis line to line chartby @SAKURA-CATin #214
• Optimized error message: The path to the log file read by swanlab watch does not exist by @xiaolin199912 in #239
• Added Prisma support for @swpfY in #255

Bug Fixes

 - Fixed an issue where an error would occur when passing parameters into the hydra library by @xiaolin199912 in #237
 - Fixed an issue where swanlab.log would throw an error when encountering a key with spaces in a dictionary passed as input by @SAKURA-CAT in #211
 - Fixed an issue where an error would occur when running a training script in a path without initializing git by @xiaolin199912 in #217

新增功能

• 使用SQLite数据库和Peewee库替代了之前的基础配置信息读写方案(#114) by @SAKURA-CAT @Feudalman in #203 #202
• 实验列表支持快速导出CSV文件 @Feudalman in #206
• 实验列表支持“仅看Summary” @Feudalman in #230
• 实验列表支持搜索 @Feudalman in #230
• 环境项增加“快捷复制”交互 @Feudalman in #250
• 自动环境记录增加 logdir、Run path @Feudalman @KashiwaByte in #205
• 新的APIswanlab.config @xiaolin199912 @SAKURA-CAT in #248

优化

• 优化部分UI @SAKURA-CAT @Feudalman in #209
• 折线图增加Y轴线 @SAKURA-CAT in #214
• 优化报错信息：swanlab watch读取的日志文件路径不存在 @xiaolin199912 in #239
• 增加Prisma支持 @swpfY in #255

问题修复

• 修复在hydra库传入参数时会报错的问题 @xiaolin199912 in #237
• 修复swanlab.log传入字典的key在出现空格时报错的问题 @SAKURA-CAT in #211
• 修复运行训练脚本的路径下没有初始化git时会出现报错的问题 @xiaolin199912 in #217

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.1.4...v0.1.5

新增功能

• 全新的UI & UX By @SAKURA-CAT、@Feudalman in #177

• 页面响应式：优化手机、平板等各种分辨率设备查看实验看板的体验 By @SAKURA-CAT、@Feudalman，#177

• 自动环境记录增加 By @xiaolin199912，#169：

  • Command
  • Git Branch
  • Git Commit
  • 内存
  • Requirements-支持自动记录当前训练环境的pip环境列表

• Logs、Requirements支持搜索、复制与下载 by @Feudalman，#179，#173

• 新API by @SAKURA-CAT、@Feudalman、@xiaolin199912，#142：

  • swanlab.init增加APIlogdir：支持设定日志文件的保存位置，
  • swanlab watch增加API--logdir：支持指定要读取的日志文件位置，

• swanlab.init->config支持形如Argparse的方式调用 by @xiaolin199912、@SAKURA-CAT, #178：

import swanlab 

run = swanlab.init(
    config={'epoch': 20}
    )

print(run.config.epoch)
#输出20

优化

• 优化Charts横坐标的显示逻辑 by @SAKURA-CAT
• 优化Charts的自动刷新逻辑，提高性能 by @SAKURA-CAT
• 优化Charts、Summary对极小数、极大数的记录方式 by @SAKURA-CAT、@Feudalman in #196
• 增加单元测试 by @Ink in #171

问题修复

• 修复记录Requirements时的问题：by@xiaolin199912 in #184
• 修复Charts记录取整的浮点数时的显示问题：by in #105

贡献者

@SAKURA-CAT、@Feudalman、@xiaolin199912、@Ink

New Features

• Support for deleting projects and experiments on the web by @Feudalman in #109, #140, #128
• Support for modifying names and descriptions of projects and experiments on the web by @Feudalman in #109, #158, #116
• Add experiment time suffix by @SAKURA-CAT in #96
• Default project name is the folder name where the training script runs by @SAKURA-CAT in #127

Optimization

• Improve the interaction and performance of the experimental table component in Table @Feudalman in #156, #110,
• Optimize pypi display information @SAKURA-CAT in #137
• Add message popup component and placeholder @Feudalman in #131
• Improve the style of the message popup component @Feudalman in #144
• Add function to get git branch name and latest commit hash @xiaolin199912 in #159
• Rename OverView to Project Dashboard

Problem Fix

• Fixed the formatting issue when recording terminal logs in Logs @Feudalman in #124
• Fixed the duplicate name problem @Feudalman in #130
• Fixed the error of port occupation in experimental dashboard @SAKURA-CAT in #100
• Improved error page redirection @Feudalman in #149
• Fixed the error warning issue when running experimental dashboard @SAKURA-CAT in #150

新增功能

• 项目和实验支持在网页端删除 by @Feudalman in #109 , #140 , #128
• 项目和实验支持在网页端修改名称和描述 by @Feudalman in #109, #158 , #116
• 增加实验时间后缀名 by @SAKURA-CAT in #96
• 默认项目名为运行训练脚本的文件夹名 by @SAKURA-CAT in #127

优化

• 完善实验表格Table组件的交互与性能 @Feudalman in #156, #110 ,
• 优化pypi展示信息 @SAKURA-CAT in #137
• 增加消息弹窗组件、占位符 @Feudalman in #131
• 完善消息弹窗组件样式 @Feudalman in #144
• 增加git分支名和最新commit hash的函数 @xiaolin199912 in #159
• 将OverView 改名为 Project Dashboard

问题修复

• 修复记录终端日志Logs时出现的格式错乱问题 @Feudalman in #124
• 修复重名问题 @Feudalman in #130
• 修复实验看板端口占用报错问题 @SAKURA-CAT in #100
• 完善错误页面跳转 @Feudalman in #149
• 修复运行实验看板时的错误warning问题 @SAKURA-CAT in #150

Full change: https://github.com/SwanHubX/SwanLab/compare/v0.1.2...v0.1.3

💥Breaking News

Strongly recommend updating to this version, because a large number of issues in version 0.1.1 have been resolved.

pip install -U swanlab

What's changed

• Improved the data update frequency of Charts, added request status mapping by @SAKURA-CAT , #91
• Fixed the issue where the OverView status of projects and experiments was not updated when training is completed by @SAKURA-CAT , #92
• Fixed the error that occurs when there is a slash in the key of the data parameter in swanlab.log by @SAKURA-CAT #79
• Fixed the display issue when the value of the data parameter in swanlab.log is a string or other non-standard type by @SAKURA-CAT , #86
• Optimized the range of values for Chart, now determined by the maximum and minimum values ​​of recorded data by @SAKURA-CAT , #102
• Optimized experiment table component by @Feudalman , #106 and #88
• Added functions to record command and requirements by @xiaolin199912 ,#111
• Added git hooks for formatting code execution or test submission  by @swpfY ,#113
• Fixed duplicate column issue in experiment table when uploading keys with slashes by @Feudalman ,#118

New contributors

• @swpfY made their first contribution in #113

Full change: https://github.com/SwanHubX/SwanLab/compare/v0.1.1...v0.1.2

New Feature

• Record terminal print logs and capture errors @SAKURA-CAT @Feudalman
• Restructured log file format (no longer compatible with log structure of version 0.0.1) @SAKURA-CAT

Frontend Updates

• Error pages @Feudalman @SAKURA-CAT
• Modified chart grouping names and styles @Feudalman
• Updated default project name @Feudalman
• Chart style (line chart) updates with bold titles @SAKURA-CAT

Other Updates

• Optimized terminal print messages @SAKURA-CAT @Feudalman
• Selection of chart colors @xiaolin199912
• Experiment sorting changed to reverse order #20 @Feudalman
• Use 'host' parameter instead of 'share' parameter #17 @SAKURA-CAT