Open Source Tools for AI-Projects

h2o-3 by h2oai

1906   5766

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

alibi by SeldonIO

183   1553

Algorithms for explaining machine learning models

tfx by tensorflow

556   1711

TFX is an end-to-end platform for deploying production ML pipelines

mlflow by mlflow

2560   11475

Open source platform for the machine learning lifecycle