{"id":13469233,"url":"https://github.com/underlines/awesome-ml","last_synced_at":"2026-01-26T13:02:49.960Z","repository":{"id":151284383,"uuid":"279765021","full_name":"underlines/awesome-ml","owner":"underlines","description":"Curated list of useful LLM / Analytics / Datascience resources","archived":false,"fork":false,"pushed_at":"2025-04-25T00:01:23.000Z","size":1457,"stargazers_count":2527,"open_issues_count":10,"forks_count":213,"subscribers_count":63,"default_branch":"master","last_synced_at":"2025-11-08T06:03:00.634Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/underlines.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-07-15T04:38:57.000Z","updated_at":"2025-11-07T17:00:22.000Z","dependencies_parsed_at":"2023-10-22T20:28:24.360Z","dependency_job_id":"decb23af-8103-4cfb-996d-4a5ac31ceed3","html_url":"https://github.com/underlines/awesome-ml","commit_stats":null,"previous_names":["underlines/awesome-ml","underlines/awesome-marketing-datascience"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/underlines/awesome-ml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/underlines%2Fawesome-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/underlines%2Fawesome-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/underlines%2Fawesome-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/underlines%2Fawesome-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/underlines","download_url":"https://codeload.github.com/underlines/awesome-ml/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/underlines%2Fawesome-ml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28778728,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-26T11:46:04.308Z","status":"ssl_error","status_checked_at":"2026-01-26T11:46:02.664Z","response_time":59,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-07-31T15:01:29.874Z","updated_at":"2026-01-26T13:02:49.942Z","avatar_url":"https://github.com/underlines.png","language":null,"funding_links":[],"categories":["Misc","Others","NLP","Table of Contents","A01_文本生成_文本对话","miscellaneous"],"sub_categories":["大语言对话模型及数据"],"readme":"\u003cdiv align=\"center\"\u003e\n    \u003ch1\u003eAwesome ML\u003c/h1\u003e\n    \u003ca href=\"https://awesome.re\"\u003e\u003cimg src=\"https://awesome.re/badge.svg\"/\u003e\u003c/a\u003e\n\u003c/div\u003e\n\n🤝👥 Contributions welcome. Accepting Pull Requests.\n\n# 💬 Large Language Models\n\n- [⚖️ Open LLM Models](llm-tools.md#open-llm-models)\n\n- [🛠️ Tools](llm-tools.md#tools)\n  - [🖥️ Native GUIs](llm-tools.md#native-guis)\n  - [🌐 Web GUIs](llm-tools.md#web-guis)\n  - [⚙️ Backends](llm-tools.md#backends)\n  - [🗣️ Voice Assistants](llm-tools.md#voice-assistants)\n  - [🔍 Retrieval Augmented Generation](llm-tools.md#retrieval-augmented-generation-rag)\n  - [🔗 Browser Extensions](llm-tools.md#browser-extensions)\n  - [🤖 Agents / Automatic GPT](llm-tools.md#agents--automatic-gpt)\n  - [🎨 Multimodal](llm-tools.md#multi-modal)\n  - [💻 Code Generation](llm-tools.md#code-generation)\n  - [📦 Libraries and Wrappers](llm-tools.md#libraries-and-wrappers)\n    - [✏️ Prompt Templating / Grammar](llm-tools.md#prompt-templating--grammar)\n  - [🎯 Fine Tuning \u0026 Training](llm-tools.md#fine-tuning--training)\n  - [🪚 Merging \u0026 Quantization](llm-tools.md#merging--quantization)\n\n- [📚 Resources](llm-tools.md#resources)\n  - [🗂️ Data Sets](llm-tools.md#data-sets)\n  - [🔬 Research](llm-tools.md#research)\n\n- [🌟 Other Awesome Resources](llm-tools.md#other-awesome-resources)\n  - [📺 Product Showcases](llm-tools.md#product-showcases)\n  - [📏 Benchmarking](llm-tools.md#benchmarking)\n    - [🏆 Leaderboards](llm-tools.md#leaderboards)\n    - [📊 Benchmark Suites](llm-tools.md#benchmark-suites)\n    - [⚙️ Optimization](llm-tools.md#optimization)\n  - [👷‍♂️ AI DevOps](llm-tools.md#ai-devops)\n  - [🗄️ Databases for ML](llm-tools.md#databases-for-ml)\n  - [🛡️ Safety, Responsibility and Red Teaming](llm-tools.md#safety-responsibility-and-red-teaming)\n\n\n# 🖼️ Image Models\n- [📝 Models](image-generation.md#models)\n- [🔧 Wrappers \u0026 GUIs](image-generation.md#wrappers--guis)\n- [🎯 Fine Tuning](image-generation.md#fine-tuning)\n- [🔬 Research](image-generation.md#research)\n\n# 🎞️ Video Models\n- [🔀 Text to Video Generation](video-ai.md#text-to-video-generation)\n- [⏭️ Frame Interpolation (Temporal Interpolation)](video-ai.md#frame-interpolation-temporal-interpolation)\n- [🎯 Segmentation \u0026 Tracking](video-ai.md#segmentation--tracking)\n- [🔎 Super Resolution (Spacial Interpolation)](video-ai.md#super-resolution-spacial-interpolation)\n- [⏲️ Spacio Temporal Interpolation](video-ai.md#spacio-temporal-interpolation)\n- [🌐 NeRF](video-ai.md#nerf)\n- [🎭 Deepfakes](video-ai.md#deepfakes)\n- [📏 Benchmarking](video-ai.md#benchmarking)\n- [🎨 Inpainting Outpainting](video-ai.md#inpainting-outpainting)\n\n# 🎵 Audio Models\n- [🗜️ Compression](audio-ai.md#compression)\n- [🔀 Multiple Tasks](audio-ai.md#multiple-tasks)\n- [👂 Speech Recognition](audio-ai.md#speech-recognition)\n- [🗣️ TextToSpeech](audio-ai.md#texttospeech)\n- [🔄 Voice Conversion](audio-ai.md#voice-conversion)\n- [🎬 Video Voice Dubbing](audio-ai.md#video-voice-dubbing)\n- [🎶 Music Generation](audio-ai.md#music-generation)\n- [🔊 Audio Source Separation](audio-ai.md#audio-source-separation)\n- [🔬 Research](audio-ai.md#research)\n\n# 📊Marketing data science\n- [Marketing data science resources](marketing-data-science.md)\n\n# Star History\n[![Star History Chart](https://api.star-history.com/svg?repos=underlines/awesome-marketing-datascience\u0026type=Date)](https://star-history.com/#underlines/awesome-marketing-datascience\u0026Date)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Funderlines%2Fawesome-ml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Funderlines%2Fawesome-ml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Funderlines%2Fawesome-ml/lists"}