1. Model evaluation & validation
  2. Model hyperparameter & architecture search
  3. Open Source Tools for AI-Projects

Open Source Tools for AI-Projects

Displaying 1 - 10 of 20
DeepSpeed by microsoft


DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
determined by determined-ai


Determined: Deep Learning Training Platform
tfx by tensorflow


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


AutoGluon: AutoML for Image, Text, and Tabular Data
nni by microsoft


An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
auto-sklearn by automl


Automated Machine Learning with scikit-learn
autokeras by keras-team


AutoML library for deep learning
pycaret by pycaret


An open-source, low-code machine learning library in Python
katib by kubeflow


Repository for hyperparameter tuning
jpmml-sklearn by jpmml


Java library and command-line application for converting Scikit-Learn pipelines to PMML