1. Model evaluation & validation
  2. Data preparation
  3. Open Source Tools for AI-Projects

Open Source Tools for AI-Projects

Displaying 1 - 10 of 32
matplotlib by matplotlib


matplotlib: plotting with Python
modelchimp by ModelChimp


Experiment tracking for machine and deep learning projects
h2o-3 by h2oai


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.
ggplot2 by tidyverse


An implementation of the Grammar of Graphics in R
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
bokeh by bokeh


Interactive Data Visualization in the browser, from Python
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.
fairlearn by fairlearn


A Python package to assess and improve fairness of machine learning models.
seaborn by mwaskom


Statistical data visualization in Python