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Lineageflow Assets dataset by jinxbye
⭐ 59.6
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Dataset

Lineageflow Assets

by jinxbye hf-dataset--jinxbye--lineageflow-assets
Free2AITools Nexus Index
59.6 Top 100%
S: Semantic 50
A: Authority 61
P: Popularity 50
R: Recency 96
Q: Quality 50
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 59.6 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--jinxbye--lineageflow-assets
License Other
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__jinxbye__lineageflow_assets,
  author = {jinxbye},
  title = {Lineageflow Assets Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/jinxbye/LineageFlow-assets}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
jinxbye. (2026). Lineageflow Assets [Dataset]. Free2AITools. https://huggingface.co/datasets/jinxbye/LineageFlow-assets

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Full Specifications [+]

⚖ī¸ Free2AITools Nexus Index V2.0

Methodology Index Protocol
Semantic (S) 50
Authority (A) 61
Popularity (P) 50
Recency (R) 96
Quality (Q) 50

đŸ’Ŧ Index Insight

FNI V2.0 for Lineageflow Assets: Semantic (S:50), Authority (A:61), Popularity (P:50), Recency (R:96), Quality (Q:50).

Free2AITools Nexus Index

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Dataset Specification

LineageFlow Pfam Assets

This dataset contains the preprocessed Pfam assets used by the released LineageFlow inference pipeline.

Contents

  • pfam_priors_asr_mad/: family-specific ASR Dirichlet priors.
  • pfam_gap_rates/: family-specific alignment gap statistics.
  • pfam_fastas_clean/: cleaned Pfam family alignments.
  • pfam_pi_smooth_tau0.5_gap060_gt80_020.csv: family sampling distribution.
  • pfam_priors_keep_ids_gap060_gt80_020.txt: family keep list used by the default sampler.

Usage

bash 
hf download jinxbye/LineageFlow-assets \
  --repo-type dataset \
  --local-dir dataset

The inference scripts expect these assets under dataset/ by default. All paths can be overridden from the command line.

Notes

These files are preprocessed from Pfam family alignments. Please follow the license and usage terms of the original Pfam resource when using the data.

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Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-dataset--jinxbye--lineageflow-assets
slug
jinxbye--lineageflow-assets
source
huggingface
author
jinxbye
license
Other
tags
license:other, region:us, protein-sequence-generation, bioinformatics, pfam, ancestral-sequence-reconstruction, protein-family

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
24,521
stars
0
forks
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