gszfwsb/NCFM
Official PyTorch implementation of the paper "Dataset Distillation with Neural Characteristic Function: A Minmax Perspective" (NCFM) in CVPR 2025 (Full Score, Highlight).
- Stars
- 412
- Forks
- 32
- Open issues
- 2
- Last push
- 4mo ago
About NCFM
NCFM is a free, open-source machine learning tool by gszfwsb, written mainly in Python. Official PyTorch implementation of the paper "Dataset Distillation with Neural Characteristic Function: A Minmax Perspective" (NCFM) in CVPR 2025 (Full Score, Highlight). It has 412 GitHub stars and 32 forks, and was last updated 4mo ago. GitHub doesn't detect a standard license, so check the repository before using it commercially.
- License
- Not detected
- Language
- Python
- Stars
- 412
- Last update
- 4mo ago
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not stated
- Self-hostable
- Yes
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NCFM FAQ
Is NCFM free?
Yes. NCFM is open source and free to use. GitHub doesn't detect a standard license, so check the repository before using it commercially.
Does NCFM run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does NCFM need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is NCFM still maintained?
It was last updated 4mo ago. Check recent issues on GitHub to judge how active it is.
What are alternatives to NCFM?
Similar free, open-source tools include superset, ludwig, SDV, Kiln.