zhimin-z / awesome-ml

Curated list of useful LLM / Analytics / Datascience resources

Awesome ML

🤝👥 Contributions welcome. Accepting Pull Requests.

💬 Large Language Models

• ⚖️ Open LLM Models

• 🛠️ Tools

  • 🖥️ Native GUIs
  • 🌐 Web GUIs
  • ⚙️ Backends
  • 🗣️ Voice Assistants
  • 🔍 Retrieval Augmented Generation
  • 🔗 Browser Extensions
  • 🤖 Agents / Automatic GPT
  • 🔀 Multi Modal
  • 💻 Code Generation
  • 📚 Libraries and Wrappers
  • 🎯 Fine Tuning & Training
  • 🪚 Merging & Quantization

• 📚 Resources

  • 📂 Data Sets
  • 🔬 Research

• 🌟 Other Awesome Resources

  • 📺 Product Showcases
  • ⚙️ Optimization
  • 📏 Benchmarking
  • 👷‍♂️ AI DevOps
  • 🗄️ Databases for ML

🖼️ Image Models

• 📝 Models
• 🔧 Wrappers & GUIs
• 🎯 Fine Tuning
• 🔬 Research

🎞️ Video Models

• 🔀 Text to Video Generation
• ⏭️ Frame Interpolation (Temporal Interpolation)
• 🎯 Segmentation & Tracking
• 🔎 Super Resolution (Spacial Interpolation)
• ⏲️ Spacio Temporal Interpolation
• 🌐 NeRF
• 🎭 Deepfakes
• 📏 Benchmarking
• 🎨 Inpainting Outpainting

🎵 Audio Models

• 🗜️ Compression
• 🔀 Multiple Tasks
• 👂 Speech Recognition
• 🗣️ TextToSpeech
• 🔄 Voice Conversion
• 🎬 Video Voice Dubbing
• 🎶 Music Generation
• 🔊 Audio Source Separation
• 🔬 Research

📊Marketing data science

• Marketing data science resources

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