RRepoGEO

REPOGEO REPORT · LITE

aymericdamien/TopDeepLearning

Default branch master · commit 5c826a12 · scanned 6/29/2026, 2:33:05 PM

GitHub: 6,145 stars · 1,231 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
28 /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
2 / 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 aymericdamien/TopDeepLearning, 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
    Reposition README to emphasize 'curated list' nature

    Why:

    CURRENT
    A list of popular github projects related to deep learning (ranked by stars).
    COPY-PASTE FIX
    A curated and ranked list of popular GitHub projects related to deep learning, ideal for discovering top-starred machine learning repositories.
  • mediumtopics#2
    Add 'awesome-list' and 'curated-list' topics

    Why:

    CURRENT
    deep-learning, machine-learning, pytorch, tensorflow
    COPY-PASTE FIX
    deep-learning, machine-learning, pytorch, tensorflow, awesome-list, curated-list, repository-list
  • lowhomepage#3
    Add homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/aymericdamien/TopDeepLearning

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 aymericdamien/TopDeepLearning
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PyTorch
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PyTorch · recommended 1×
  2. TensorFlow · recommended 1×
  3. JAX · recommended 1×
  4. Keras · recommended 1×
  5. Theano · recommended 1×
  • CATEGORY QUERY
    What are the most popular deep learning frameworks and libraries for new projects?
    you: not recommended
    AI recommended (in order):
    1. PyTorch
    2. TensorFlow
    3. JAX
    4. Keras
    5. Theano
    6. Fast.ai

    AI recommended 6 alternatives but never named aymericdamien/TopDeepLearning. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a comprehensive list of highly-starred machine learning repositories?
    you: not recommended
    AI recommended (in order):
    1. GitHub Explore
    2. Awesome Machine Learning (josephmisiti/awesome-machine-learning)
    3. Papers With Code
    4. Kaggle
    5. GitHub Topics
    6. Hugging Face

    AI recommended 6 alternatives but never named aymericdamien/TopDeepLearning. 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 aymericdamien/TopDeepLearning?
    pass
    AI did not name aymericdamien/TopDeepLearning — 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 aymericdamien/TopDeepLearning in production, what risks or prerequisites should they evaluate first?
    pass
    AI named aymericdamien/TopDeepLearning explicitly

    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 aymericdamien/TopDeepLearning solve, and who is the primary audience?
    pass
    AI named aymericdamien/TopDeepLearning explicitly

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

Embed your GEO score

Drop this badge into the README of aymericdamien/TopDeepLearning. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/aymericdamien/TopDeepLearning.svg)](https://repogeo.com/en/r/aymericdamien/TopDeepLearning)
HTML
<a href="https://repogeo.com/en/r/aymericdamien/TopDeepLearning"><img src="https://repogeo.com/badge/aymericdamien/TopDeepLearning.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

aymericdamien/TopDeepLearning — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite