What are the best open-source alternatives to Lightgbm?

Question 1

Accepted Answer

10 open-source projects similar to ankane/lightgbm, ranked by shared features. Top picks: andreibondarev/milvus, andreibondarev/qdrant-ruby, andreibondarev/weaviate-ruby, ankane/ngt-ruby, ankane/xgb, mariusmuja/flann, paironair/xgboost-ruby, scotterc/pinecone, yoshoku/annoy.rb, yoshoku/hnswlib.rb.

Question 2

Is andreibondarev/milvus a good alternative to Lightgbm?

Accepted Answer

Question 3

Is andreibondarev/qdrant-ruby a good alternative to Lightgbm?

Accepted Answer

+

Question 4

Is andreibondarev/weaviate-ruby a good alternative to Lightgbm?

Accepted Answer

+

Question 5

Is ankane/ngt-ruby a good alternative to Lightgbm?

Accepted Answer

NGT - high-speed approximate nearest neighbors - for Ruby

Question 6

Is ankane/xgb a good alternative to Lightgbm?

Accepted Answer

XGBoost - high performance gradient boosting - for Ruby

Question 7

Is mariusmuja/flann a good alternative to Lightgbm?

Accepted Answer

FLANN - Fast Library for Approximate Nearest Neighbors

Question 8

Is paironair/xgboost-ruby a good alternative to Lightgbm?

Accepted Answer

This gem provides Ruby bindings to the Xgboost library. Xgboost is a Scalable, Portable and Distributed Gradient Boosting Library.

Question 9

Is scotterc/pinecone a good alternative to Lightgbm?

Accepted Answer

Ruby AI Builders Discord

Question 10

Is yoshoku/annoy.rb a good alternative to Lightgbm?

Accepted Answer

annoy-rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah).

Question 11

Is yoshoku/hnswlib.rb a good alternative to Lightgbm?

Accepted Answer

Hnswlib.rb provides Ruby bindings for the Hnswlib that implements approximate nearest-neghbor search based on hierarchical navigable small world graphs.

Open-source alternatives to Lightgbm

andreibondarev/milvus

andreibondarev/qdrant-ruby

andreibondarev/weaviate-ruby

ankane/ngt-ruby

ankane/xgb

mariusmuja/flann

PairOnAir/xgboost-ruby

ScotterC/pinecone

yoshoku/annoy.rb

yoshoku/hnswlib.rb