RRepoGEO

REPOGEO REPORT · LITE

xavier-zy/Awesome-pytorch-list-CNVersion

Default branch master · commit 76d1686d · scanned 5/23/2026, 6:12:36 PM

GitHub: 1,791 stars · 404 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
15 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
0 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface xavier-zy/Awesome-pytorch-list-CNVersion, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify the README's opening statement to emphasize its role as a curated Chinese PyTorch resource.

    Why:

    CURRENT
    Awesome-Pytorch-list｜厉害的Pytorch项目
    COPY-PASTE FIX
    Awesome-Pytorch-list-CNVersion | 厉害的Pytorch项目中文版：一个为中文用户精心策划的PyTorch资源、库、教程和论文实现列表。
  • highlicense#2
    Add a LICENSE file to the repository.

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root. If this is a translation of another work, ensure the license is compatible or explicitly state the licensing terms for this derivative work. If the original `Awesome-pytorch-list` has a specific license, consider adopting a compatible one or clearly stating the terms for this translation.
  • mediumhomepage#3
    Update the repository's homepage URL.

    Why:

    CURRENT
    https://github.com/bharathgs/Awesome-pytorch-list
    COPY-PASTE FIX
    Set the homepage to `https://github.com/xavier-zy/Awesome-pytorch-list-CNVersion` (or leave blank if no external project page exists beyond the repo itself).

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface xavier-zy/Awesome-pytorch-list-CNVersion
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
huggingface/transformers
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. huggingface/transformers · recommended 2×
  2. PyTorch Official Documentation & Ecosystem · recommended 1×
  3. Awesome PyTorch · recommended 1×
  4. PyTorch Hub · recommended 1×
  5. Papers With Code · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated list of PyTorch libraries, tutorials, and models?
    you: not recommended
    AI recommended (in order):
    1. PyTorch Official Documentation & Ecosystem
    2. Awesome PyTorch
    3. Hugging Face Transformers (huggingface/transformers)
    4. PyTorch Hub
    5. Papers With Code
    6. Towards Data Science (Medium)
    7. Kaggle Notebooks

    AI recommended 7 alternatives but never named xavier-zy/Awesome-pytorch-list-CNVersion. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a comprehensive collection of deep learning paper implementations using PyTorch.
    you: not recommended
    AI recommended (in order):
    1. Papers with Code
    2. PyTorch Examples (pytorch/examples)
    3. torchvision (pytorch/vision)
    4. torchtext (pytorch/text)
    5. torchaudio (pytorch/audio)
    6. Hugging Face Transformers (huggingface/transformers)
    7. Awesome PyTorch List

    AI recommended 7 alternatives but never named xavier-zy/Awesome-pytorch-list-CNVersion. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of xavier-zy/Awesome-pytorch-list-CNVersion?
    pass
    AI did not name xavier-zy/Awesome-pytorch-list-CNVersion — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts xavier-zy/Awesome-pytorch-list-CNVersion in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name xavier-zy/Awesome-pytorch-list-CNVersion — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo xavier-zy/Awesome-pytorch-list-CNVersion solve, and who is the primary audience?
    pass
    AI did not name xavier-zy/Awesome-pytorch-list-CNVersion — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite