ghfind
Anonymous这活跃度,肝帝无疑
Anonymouspassing by, data speaks for itself
Anonymous扫描完毕,NPC实锤
Anonymouswatching from the sidelines +1
Anonymous刚扫到这个号,NPC预警
Anonymous1536 stars don't lie
Anonymous161 个合并 PR,手速可以的
Anonymoussolid Jupyter Notebook chops here
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🏆 Notable contributions

Popular open-source repos they've shipped to (commits + PRs)

langchain-ai/langchain⭐ 140.6K2 commits · 2 PRsanthropics/claude-cookbooks⭐ 46.2K1 PRsacademic/awesome-datascience⭐ 29.5K1 commits · 1 PRsCinnamon/kotaemon⭐ 25.5K1 PRslukasmasuch/best-of-ml-python⭐ 23.7K1 commits · 1 PRsEthicalML/awesome-production-machine-learning⭐ 20.7K1 commits · 1 PRs

Score breakdown

Account maturity10.0 / 10
Original project quality10.9 / 18
Contribution quality21.0 / 27
Ecosystem / maintenance impact8.0 / 20
Community influence6.6 / 8
Activity authenticity10.9 / 17

🛠 Featured work

Their own popular and pinned repositories

radient⭐ 283

Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.

Python
style-transfer⭐ 1.5K

An implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge. http://arxiv.org/abs/1508.06576.

Python
vector-search⭐ 39

Approximate nearest neighbor search in Python.

Jupyter Notebook
tf-dcgan⭐ 15

Deep Convolutional Generative Adversarial Networks, with some small improvements.

Python
saliency-bms⭐ 14

An implementation of Zhang and Sclaroff's Boolean Map Saliency algorithm. http://cs-people.bu.edu/jmzhang/BMS/BMS_iccv13_preprint.pdf.

Python
yfcc100m-tools⭐ 10

A collection of some random scripts I've written to parse the YFCC100M dataset.

Python

🧬 Stack & domains

Top languages
Jupyter Notebook85%
Python12%
C2%
Shell0%
Makefile0%
Domains
audioembeddingsetlfraud-detectiongraphsimage-searchimagesmilvusmolecular-searchmoleculesmultimodal-ragrecommender-system

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🔥 Full roast

🔥 Not bad, not good — the textbook "found but forgotten" account.

fzliu — 67.4/100 · NPC

Account Maturity: Account age 12.5 years, active across 13 year(s) — maturity lands at 100%. Original Project Quality: Best original project is style-transfer (1536 stars) — original project quality at 61%. Contribution Quality: 161 merged PRs out of 179 submitted (rejection rate ~1%) — contribution quality at 78%. Ecosystem Impact: Landed 2 PR(s) / 2 commit(s) into langchain-ai/langchain (140600 stars) — ecosystem impact at 40%. Community Influence: 249 followers / following 14 — community influence at 83%. Activity Authenticity: 51 contributions in the last year, active within the last 72 days — activity authenticity at 64%. 🔥 Roast: Not bad, not good — the textbook "found but forgotten" account.