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17 search results found

Synthetic data generation for tabular data

Data Augmentation Review ⭐ 1,499

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

Awesome Ai Ml Dl ⭐ 1,375

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Openmixup ⭐ 538

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

Copulas ⭐ 454

A library to model multivariate data using copulas.

Genalog ⭐ 243

Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

Imagedataaugmentor ⭐ 77

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

jazznet dataset of piano patterns for music audio machine learning research

Awesome Synthetic Data ⭐ 28

📖 A curated list of resources dedicated to synthetic data

Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

A command line tool for extracting machine learning ready data from software binaries powered by Radare2

Superpixelgridmasks ⭐ 12

SuperpixelGridMasks is an approach for sensor-based data augmentation towards image classification tasks and so on.

Traffic Sign Recognition Basd On Synthesised Training Data ⭐ 12

Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.

Impactgen ⭐ 11

Python script and Lua extension using BeamNG.tech to generate low impact crash scenarios and ground truth data for imitation learning.

Fake Data For Learning ⭐ 7

Sample interesting fake data for machine and human learning

Malware_analysis ⭐ 6

Behavorial analysis of malware using machine learning

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