32 projects
rdt
Reversible Data Transforms
sdv
Synthetic Data Generation for tabular, relational and time series data.
sdmetrics
Metrics for Synthetic Data Generation Projects
copulas
A python library for building different types of copulas and using them for sampling.
orion-ml
Orion is a machine learning library built for unsupervised time series anomaly detection.
ctgan
Conditional GAN for Tabular Data
sdgym
A framework to benchmark the performance of synthetic data generators for non-temporal tabular data
deepecho
Mixed-type multivariate time series modeling with generative adversarial networks.
sigpro
Signal Processing Tools for Machine Mearning
mlprimitives
Pipelines and primitives for machine learning and data science.
mlblocks
Pipelines and primitives for machine learning and data science.
fibber
Fibber is a benchmarking suite for adversarial attacks on text classification.
greenguard
AutoML for Renewable Energy Industries.
baytune
Bayesian Tuning and Bandits
pyteller
Time series forecasting using MLPrimitives
datacebo
onfair
autobazaar
The Machine Learning Bazaar
datatracer
Data Lineage Tracing Library
mlbazaar
metad
A hierarchical representation for the structure of a relational database.
mit-d3m
MIT tools to work with D3M datasets.
steganogan
Steganography tool based on DeepLearning GANs
smapy
Simple Modular API written in Python.
data-tracer
d3m-dataset-manager
Command line tool and python package to generate and manage datasets in the D3M format.
abz
atm
Auto Tune Models
piex
Pipeline Explorer
tgan
Generative adversarial training for synthesizing tabular data