gradient-boosting topic
auto_ml
[UNMAINTAINED] Automated machine learning for analytics & production
infiniteboost
InfiniteBoost: building infinite ensembles with gradient descent
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
BoostedFactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
lleaves
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computa...
emotion-recognition-using-speech
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
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 tas...