lightgbm-org/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 87%Thresholded Cross-Attention for Reliable Intensity-Chromaticity Fusion in Low-Light Image Enhancement →
“Fuzzy title match (0.94): “Thresholded Cross-Attention for Reliable Intensity-Chromatic” ≈ “lightgbm-org/LightGBM””
- FuzzySimilar title/name (fuzzy) · 87%Slope-Guided Mamba and Angular-Refined Transformer for Light Field Super-Resolution →
“Fuzzy title match (0.94): “Slope-Guided Mamba and Angular-Refined Transformer for Light” ≈ “lightgbm-org/LightGBM””
- FuzzySimilar title/name (fuzzy) · 87%Frequency-Structured Field Learning for Light-Field Disparity Estimation →
“Fuzzy title match (0.94): “Frequency-Structured Field Learning for Light-Field Disparit” ≈ “lightgbm-org/LightGBM””
- FuzzySimilar title/name (fuzzy) · 87%Scene Parameter Saliency via Differentiable Light Transport →
“Fuzzy title match (0.94): “Scene Parameter Saliency via Differentiable Light Transport” ≈ “lightgbm-org/LightGBM””
- FuzzyOverlapping authors or contributors · 62%zai-org/GLM-5.2 →
“Shared author/contributor keys: org”
- FuzzyOverlapping authors or contributors · 62%zai-org/chatglm-6b →
“Shared author/contributor keys: org”
- PossiblePossibly related (embedding) · 28%Gradient boosting with vector-valued leafs →
“Possibly related via embedding similarity 0.56 (not asserted). Timestamp check: artifact after paper (+5d).”