Mle-agent

Latest version: v0.4.2

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0.4.2

What's Changed
* [MRG] build version v0.4.0 by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/208
* [MRG] update readme for 0.4.0 by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/209
* [MRG] deepseek support by umnooob in https://github.com/MLSysOps/MLE-agent/pull/212
* [MRG] add kaggle requirement summary by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/213
* [MRG] add langfuse by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/214
* [MRG] update README.md with kaggle and report mode by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/215
* [MRG] refactor the github login by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/216
* [MRG] add manual openai base_url by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/217
* [MRG] update web ui icon by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/219
* [MRG] inject the project info into chat system prompt by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/218
* [MRG] add check for config file by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/221
* [MRG] update README.md by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/223
* [MRG] redesign `mle chat` by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/224
* [MRG] fix github integration to fetch `master` branch by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/225
* Bump next from 14.2.8 to 14.2.10 in /web by dependabot in https://github.com/MLSysOps/MLE-agent/pull/226
* [MRG] Added the local .git metadata fetchers by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/228
* [MRG] seperate LLM models by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/229
* [MRG] update readme by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/233
* [MRG] 🐛 fix: removed the pr agent by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/235
* [MRG] Update README.md by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/236
* [MRG] Update README.md by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/238
* [MRG] Fixed bugs of Kaggle integration by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/237
* [MRG] Update the advisor to support various modes by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/239
* [MRG] Built version v0.4.2 by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/241

New Contributors
* umnooob made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/212
* dependabot made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/226

**Full Changelog**: https://github.com/MLSysOps/MLE-agent/compare/0.4.0...0.4.2

0.4.0

What's Changed
* [MRG] 👷 build: 0.3.1 by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/124
* [MRG] add star history by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/125
* [MRG] Improve advisor agent with markdown output by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/132
* [MRG] Github Integration - Information collector by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/134
* [MRG] Upgrade setuptools by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/135
* [MRG] fix typos by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/137
* Update by U-C4N in https://github.com/MLSysOps/MLE-agent/pull/138
* update by U-C4N in https://github.com/MLSysOps/MLE-agent/pull/141
* [MRG] Enrich the github apis by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/142
* [MRG] Add RAG for the code analysis by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/136
* [MRG] add google calender integration by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/149
* [MRG] github & google calendar integrate command by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/151
* [MRG] update readme by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/152
* [MRG] docs: update google_calendar.py by eltociear in https://github.com/MLSysOps/MLE-agent/pull/156
* [MRG] fix typos by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/157
* [MRG] add claude model support by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/154
* [MRG] finish some tasks in README and improve requirement by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/161
* [MRG] Add web documentation framework by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/163
* [MRG] added the summary agent by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/147
* [MRG] Adding trending badge to README.md by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/168
* [MRG] support `mle report <org/repo>` command by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/167
* [MRG] Implementation the initial report agent by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/171
* Add CONTRIBUTING.md by suryavanshi in https://github.com/MLSysOps/MLE-agent/pull/172
* [MRG] fix: generate no code by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/170
* [MRG] updated the docs of contributing by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/175
* [MRG] the local web server to display the MLE suggestions by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/177
* [MRG] Improve the web UI to use the sync backend API by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/179
* [MRG] Fixed the UI bug of no report generation by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/183
* [MRG] suggest datasets if user's input is unclear by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/187
* [MRG] combile pnpm dev and mle serve within `mle report` by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/184
* [MRG] fix prevewing public dataset errors by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/190
* [MRG] move config file into `.mle` by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/186
* [MRG] add `mle kaggle` pipeline by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/191
* [MRG] fix ollama output without json format by JasonRD in https://github.com/MLSysOps/MLE-agent/pull/198
* [MRG] add github setting to the web by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/185
* [MRG] fix UI icons by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/201
* [MRG] Add mistralai support by suryavanshi in https://github.com/MLSysOps/MLE-agent/pull/192
* [MRG] fix: display report UI after finish the static resouces loading by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/204

New Contributors
* U-C4N made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/138
* eltociear made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/156
* suryavanshi made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/172
* JasonRD made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/198

**Full Changelog**: https://github.com/MLSysOps/MLE-agent/compare/0.3.1...0.4.0

0.3.1

What's Changed
* [MRG] build version v0.3.0 by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/120
* [MRG] add previous step&task resume by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/123


**Full Changelog**: https://github.com/MLSysOps/MLE-agent/compare/0.3.0...0.3.1

0.3.0

What's Changed
* [MRG] Refactor the baseline mode workflow by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/113
* [MRG] Create pr_agent.yml by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/116
* [MRG] refactor the displayed info, fix small UI issues by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/117
* add new video by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/118
* Update README.md for v030 by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/119


**Full Changelog**: https://github.com/MLSysOps/MLE-agent/compare/0.2.1...0.3.0

0.2.1

**Full Changelog**: https://github.com/MLSysOps/MLE-agent/compare/0.2.0...0.2.1

0.1.4

What's Changed
* [MRG] [POC] using langchain to quickly POC training and eval steps by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/10
* PoC plan generator by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/20
* [MRG] add skypilot support for remote training and debugging. fix some small issues. by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/21
* [MRG] add icon, rename and revise the license by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/24
* [MRG][fix] improve the task planning ux by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/26
* [MRG] improve planning to ask users for a dataset; other small fixes by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/30
* [MRG] improve the task, model planner for csv examples by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/34
* [MRG] improve the dependency, plan generation by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/36
* [MRG] refactor the dependency generator to setup agent by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/41
* [MRG] refactor code generator with setup agent and reflector by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/42
* [MRG] Using database to manage projects by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/46
* [MRG] add reflect agent and do more refactoring by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/44
* [MRG] search agent for debug by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/54
* [MRG] Initialize the Web by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/51
* [MRG] fix several issues by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/59
* [MRG] add more options for filename, dataset, task, and models by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/60
* [MRG] Improve the code exector and cloud launcher by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/63
* [MRG] update readme and add roadmap by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/68
* [MRG] Support SkyPilot launch cloud tasks by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/66
* [MRG] quickfix: filename generating in wrong format by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/72
* Update README.md by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/74
* [MRG] Update README.md: Removed the Acknowledgements by huangyz0918 in https://github.com/MLSysOps/MLE-agent/pull/75
* [MRG] add warning and support llms by HuaizhengZhang in https://github.com/MLSysOps/MLE-agent/pull/76
* [MRG] feat: display planning as the DAG cards by leeeizhang in https://github.com/MLSysOps/MLE-agent/pull/73

New Contributors
* HuaizhengZhang made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/10
* huangyz0918 made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/46
* leeeizhang made their first contribution in https://github.com/MLSysOps/MLE-agent/pull/72

**Full Changelog**: https://github.com/MLSysOps/MLE-agent/commits/0.1.4

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