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

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jupyter-notebook deep-learning machine-learning docker nlp natural-language-processing artificial-intelligence ai algorithms neural-networks data time-series ml data-generation

Data Augmentation Review

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

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machine-learning generative-adversarial-network style-transfer data-augmentation survey review data-generation

Stream data

Data generation and property-based testing for Elixir. 🔮

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elixir property-based-testing quickcheck data-generation

Regexp Examples

Generate strings that match a given regular expression

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ruby regexp data-generation

Deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

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python deep-learning convolutional-neural-networks theano signal-processing data-augmentation data-generation

Mockneat

MockNeat is a Java 8+ library that facilitates the generation of arbitrary data for your applications.

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java csv big-data mocking faker random-generation data-generation

Sdv

Synthetic Data Generation for tabular, relational and time series data.

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jupyter-notebook machine-learning gan generative-adversarial-network time-series gans data-generation

Ctgan

Conditional GAN for generating synthetic tabular data.

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python generative-adversarial-network tabular-data data-generation

Autofillr

A browser extension that fills registration forms with randomly but consistently generated fake data.

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javascript HTML CSS shell forms data-generation browser-extension

datamaker

Data generator command-line tool and library. Create JSON, CSV, XML data from templates.

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javascript nodejs cli json csv xml data-generation

DeepEcho

Synthetic Data Generation for mixed-type, multivariate time series.

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python Jupyter Notebook Makefile deep-learning time-series generative-adversarial-network data-generation synthetic-data sdv synthetic-data-generation

hypothesis-graphql

Generate arbitrary queries matching your GraphQL schema, and use them to verify your backend implementation.

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python testing graphql data-generation hypothesis

synth

The Declarative Data Generator

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rust typescript shell Nix postgres json data-generation hacktoberfest test-data-generator synthetic-data realistic-data

genalog

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

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Jupyter Notebook python data-science machine-learning synthetic-images data-generation ner ocr-recognition text-alignment synthetic-data synthetic-data-generation

k6-example-data-generation

Example repository showing how to utilise k6 and faker to load test using generated data

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javascript examples load-testing data-generation performance-testing

ranger

Ranger is contextual data generator used to make sensible data for integration tests or to play with it in the database

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java groovy shell data-generation test-data data-generator contextual-data

1-23 of 23 data-generation projects