“Namhyun-Kim” commited on
Commit
d0f63ee
·
1 Parent(s): ebad958

Add t-SNE usage note for modulation-by-SNR sweeps

Browse files
Files changed (1) hide show
  1. README.md +1 -1
README.md CHANGED
@@ -30,6 +30,6 @@ Interactive lab for exploring **LWM spectrogram embeddings** on Sub-6 GHz I/Q ba
30
 
31
  ## Tab Cheat Sheet
32
  - **Spectrograms:** Inspect raw 128×128 Sub-6 GHz I/Q baseband spectrograms per technology/SNR/modulation/mobility before feature extraction.
33
- - **t-SNE Analysis:** Recreate the SNR-ordered scatter plots from `plot/plot_tsne.py` with balanced sampling across SNRs.
34
  - **Modulation Classification:** Benchmark a lightweight k-NN probe on LWM embeddings vs. raw inputs for each technology.
35
  - **Joint SNR/Doppler Evaluation:** Compare cached MoE embeddings and raw spectrograms on the 14-way SNR/mobility task.
 
30
 
31
  ## Tab Cheat Sheet
32
  - **Spectrograms:** Inspect raw 128×128 Sub-6 GHz I/Q baseband spectrograms per technology/SNR/modulation/mobility before feature extraction.
33
+ - **t-SNE Analysis:** Recreate the SNR-ordered scatter plots from `plot/plot_tsne.py` with balanced sampling across SNRs. Example: hold SNR fixed and color by modulation to see how modulation clusters separate (or collapse) as SNR changes.
34
  - **Modulation Classification:** Benchmark a lightweight k-NN probe on LWM embeddings vs. raw inputs for each technology.
35
  - **Joint SNR/Doppler Evaluation:** Compare cached MoE embeddings and raw spectrograms on the 14-way SNR/mobility task.