https://github.com/underlines/awesome-ml

Curated list of useful LLM / Analytics / Datascience resources
https://github.com/underlines/awesome-ml

List: awesome-ml

Last synced: 9 days ago
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Curated list of useful LLM / Analytics / Datascience resources

• Host: GitHub
• URL: https://github.com/underlines/awesome-ml
• Owner: underlines
• License: mit
• Created: 2020-07-15T04:38:57.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-05-17T14:06:17.000Z (7 months ago)
• Last Synced: 2024-05-22T02:00:51.358Z (7 months ago)
• Homepage:
• Size: 1.2 MB
• Stars: 1,455
• Watchers: 50
• Forks: 127
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• stars - underlines/awesome-ml - Curated list of useful LLM / Analytics / Datascience resources (Others)
• jimsghstars - underlines/awesome-ml - Curated list of useful LLM / Analytics / Datascience resources (Others)
• awesome-ai-list-guide - awesome-ml

README

        


    
Awesome ML

    



🤝👥 Contributions welcome. Accepting Pull Requests.

# 💬 Large Language Models

- [⚖️ Open LLM Models](llm-tools.md#open-llm-models)

- [🛠️ Tools](llm-tools.md#tools)

  - [🖥️ Native GUIs](llm-tools.md#native-guis)

  - [🌐 Web GUIs](llm-tools.md#web-guis)

  - [⚙️ Backends](llm-tools.md#backends)

  - [🗣️ Voice Assistants](llm-tools.md#voice-assistants)

  - [🔍 Retrieval Augmented Generation](llm-tools.md#retrieval-augmented-generation-rag)

  - [🔗 Browser Extensions](llm-tools.md#browser-extensions)

  - [🤖 Agents / Automatic GPT](llm-tools.md#agents--automatic-gpt)

  - [🎨 Multimodal](llm-tools.md#multi-modal)

  - [💻 Code Generation](llm-tools.md#code-generation)

  - [📦 Libraries and Wrappers](llm-tools.md#libraries-and-wrappers)

    - [✏️ Prompt Templating / Grammar](llm-tools.md#prompt-templating--grammar)

  - [🎯 Fine Tuning & Training](llm-tools.md#fine-tuning--training)

  - [🪚 Merging & Quantization](llm-tools.md#merging--quantization)

- [📚 Resources](llm-tools.md#resources)

  - [🗂️ Data Sets](llm-tools.md#data-sets)

  - [🔬 Research](llm-tools.md#research)

- [🌟 Other Awesome Resources](llm-tools.md#other-awesome-resources)

  - [📺 Product Showcases](llm-tools.md#product-showcases)

  - [📏 Benchmarking](llm-tools.md#benchmarking)

    - [🏆 Leaderboards](llm-tools.md#leaderboards)

    - [📊 Benchmark Suites](llm-tools.md#benchmark-suites)

    - [⚙️ Optimization](llm-tools.md#optimization)

  - [👷‍♂️ AI DevOps](llm-tools.md#ai-devops)

  - [🗄️ Databases for ML](llm-tools.md#databases-for-ml)

  - [🛡️ Safety, Responsibility and Red Teaming](llm-tools.md#safety-responsibility-and-red-teaming)

# 🖼️ Image Models

- [📝 Models](image-generation.md#models)

- [🔧 Wrappers & GUIs](image-generation.md#wrappers--guis)

- [🎯 Fine Tuning](image-generation.md#fine-tuning)

- [🔬 Research](image-generation.md#research)

# 🎞️ Video Models

- [🔀 Text to Video Generation](video-ai.md#text-to-video-generation)

- [⏭️ Frame Interpolation (Temporal Interpolation)](video-ai.md#frame-interpolation-temporal-interpolation)

- [🎯 Segmentation & Tracking](video-ai.md#segmentation--tracking)

- [🔎 Super Resolution (Spacial Interpolation)](video-ai.md#super-resolution-spacial-interpolation)

- [⏲️ Spacio Temporal Interpolation](video-ai.md#spacio-temporal-interpolation)

- [🌐 NeRF](video-ai.md#nerf)

- [🎭 Deepfakes](video-ai.md#deepfakes)

- [📏 Benchmarking](video-ai.md#benchmarking)

- [🎨 Inpainting Outpainting](video-ai.md#inpainting-outpainting)

# 🎵 Audio Models

- [🗜️ Compression](audio-ai.md#compression)

- [🔀 Multiple Tasks](audio-ai.md#multiple-tasks)

- [👂 Speech Recognition](audio-ai.md#speech-recognition)

- [🗣️ TextToSpeech](audio-ai.md#texttospeech)

- [🔄 Voice Conversion](audio-ai.md#voice-conversion)

- [🎬 Video Voice Dubbing](audio-ai.md#video-voice-dubbing)

- [🎶 Music Generation](audio-ai.md#music-generation)

- [🔊 Audio Source Separation](audio-ai.md#audio-source-separation)

- [🔬 Research](audio-ai.md#research)

# 📊Marketing data science

- [Marketing data science resources](marketing-data-science.md)

# Star History

[![Star History Chart](https://api.star-history.com/svg?repos=underlines/awesome-marketing-datascience&type=Date)](https://star-history.com/#underlines/awesome-marketing-datascience&Date)