Swanlab

New Features
- Added API`loggings` 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](https://github.com/SwanHubX/SwanLab/blob/main/script/transfer_logfile_0.1.4.py).

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](https://github.com/SwanHubX/SwanLab/blob/main/script/transfer_logfile_0.1.4.py)。

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API`swanlab.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

New Features

- New UI & UX By SAKURA-CAT, Feudalman in 177
- Responsive page design: Optimized viewing experience for various resolution devices such as mobile phones and tablets. By SAKURA-CAT, Feudalman, 177
- Addition of automatic environment recording: Command, Git Branch, Git Commit, Memory. By xiaolin199912 in 169
- Addition of automatic environment recording for Requirements - Supports automatically recording the pip environment list of the current training environment. By xiaolin199912 in 169
- Logs and Requirements support search, copy and download by Feudalman in 179, 173
- `swanlab.init` adds API `logdir`: Supports setting the save location of log files. By SAKURA-CAT ,Feudalman in 142
- `swanlab watch` adds API `--logdir`, supports specifying the location of log files to be read.
- `swanlab.init`->`config` supports calling like Argparse by xiaolin199912,SAKURA-CAT in 178 examples:

python
import swanlab

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

print(run.config.epoch)


Optimization
- Optimized logic for displaying x-axis on Charts by SAKURA-CAT.
- Optimized auto-refresh logic for Charts to improve performance by SAKURA-CAT.
- Optimized record format for extremely small and large numbers on Charts and Summary by SAKURA-CAT,Feudalman in 196.
- Added unit tests by Ink in 171.

Bug Fixes
- Fixed an issue with recording Requirements: by xiaolin199912in 184
- Fixed display issue when rounding floating point numbers on Charts: by Feudalman in 105.

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：Command 、Git Branch、Git Commit、内存 By xiaolin199912 in 169
- 自动环境记录增加Requirements-支持自动记录当前训练环境的pip环境列表 By xiaolin199912 in 169
- Logs、Requirements支持搜索、复制与下载 by Feudalman in 179、173
- `swanlab.init`增加API`logdir`：支持设定日志文件的保存位置 by SAKURA-CAT 、Feudalman in 142
- `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 in 178, examples:

python
import swanlab

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

print(run.config.epoch)


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 swpfY 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 Feudalman in 105

Full changes: https://github.com/SwanHubX/SwanLab/compare/v0.1.3...v0.1.4

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.
bash
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
- Add `Experimental Comparison Table` to compare various experimental configurations and results, ⚡️find the most critical training optimization points!

<img src="https://github.com/SwanHubX/SwanLab/assets/58305964/cd174360-fbc6-48d3-b10c-a05bc5a0e557" width=800>

- Add more experimental parameter records in `Overview`
- Python executable directory
- System Hardware
- Git repository path
- Swanlab version

Frontend Updates
- Update the brand new table component to achieve a better interactive experience: https://github.com/SwanHubX/SwanLab/issues/77
- Adjust the time display format: 80, 67

API Updates
- `swanlab.log` adds parameter `step`

Pull requests
- Optimized the interactive effect of "Experimental Comparison Table" Feudalman 90 87
- Collected more device information. Feudalman 89
- Optimized the display of time format. Feudalman 85
- Add Config and Summary information in the `Experimental Comparison Table` Feudalman 84
- Others SAKURA-CAT xiaolin199912 indevn clairdelunejs 73, 78 , 74 , 72 , 70