fix docs: https://katzlabbrandeis.github.io/blech_clust/reference/ephys-data/?h=stft#lfp-analysis

[cmazzio]

Update reference in basic usage

from utils.ephys_data.ephys_data import ephys_data

[cmazzio]

Also update LFP analysis code example to mention array_lists in latest version

# Access LFP data
lfps = data.lfp_array     # Raw LFP data
stft = data.stft_array    # Complex Spectrograms
amplitude = data.amplitude_array # STFT Amplitude (power)
phase = data.phase_array  # STFT Phase

[abuzarmahmood]

@OpenHands, address this issue and make a PR with the solution containing the updated docs

[openhands-ai]

I'm on it! abuzarmahmood can track my progress at all-hands.dev

[openhands-ai]

I have successfully completed the task. Here's a summary of my work:

Summary of Changes

Issue Fixed: #798 - "fix docs: https://katzlabbrandeis.github.io/blech_clust/reference/ephys-data/?h=stft#lfp-analysis"

Changes Made:

1. Updated Import Paths - Changed from from utils.ephys_data.ephys_data import ephys_data to from blech_clust.utils.ephys_data.ephys_data import ephys_data in 4 documentation files

2. Updated LFP Analysis Code Examples - Changed to use array_lists attributes as requested in the comment:

   • lfp_array_list instead of lfp_array
   • stft_array_list instead of stft_array
   • amplitude_array_list instead of amplitude_array
   • phase_array_list instead of phase_array

Files Modified:

• docs/reference/ephys-data.md
• docs/reference/index.md
• docs/getting-started/migration-guide/removed-features.md
• utils/ephys_data/README.md

Pull Request:

Created PR #802: #802

The changes are focused and concise, addressing exactly what was requested in the issue and the comments.