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synthetic-data

Here are 330 public repositories matching this topic...

machine-learning-for-trading

stefan-jansen / machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

finance data-science machine-learning deep-learning trading artificial-intelligence trading-strategies investment synthetic-data investment-strategies ml4t-workflow trading-agent

Updated Mar 5, 2023
Jupyter Notebook

lk-geimfari / mimesis

Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a variety of languages.

python testing mock json data fixtures schema generator fake faker datascience json-generator dummy api-mock synthetic-data mimesis

Updated Mar 7, 2023
Python

BlenderProc

DLR-RM / BlenderProc

A procedural Blender pipeline for photorealistic training image generation

python blender rendering computer-graphics segmentation 3d-reconstruction 3d-graphics pose-estimation synthetic synthetic-data depth-images 3d-engines blender-pipeline camera-positions suncg-scene camera-sampling blender-installation 3d-front-dataset

Updated Mar 17, 2023
Python

synthetichealth / synthea

Synthetic Patient Population Simulator

simulation fhir health-data synthetic-data synthea synthetic-population

Updated Mar 14, 2023
Java

SDV

sdv-dev / SDV

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

machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai

Updated Mar 16, 2023
Python

shuttle-hq / synth

Sponsor

The Declarative Data Generator

rust postgres json data-generation hacktoberfest test-data-generator synthetic-data realistic-data

Updated Mar 11, 2023
Rust

ydata-synthetic

ydataai / ydata-synthetic

Synthetic data generators for tabular and time-series data

machine-learning timeseries deep-learning time-series python3 pytorch generative-adversarial-network gan gans synthetic-data training-data datagenerator tensorflow2 gan-architectures datageneration

Updated Mar 17, 2023
Jupyter Notebook

SkinDeep

vijishmadhavan / SkinDeep

Sponsor

Get Deinked!!

machine-learning imgur deep-learning photoshop pytorch pix2pix fastai synthetic-data tattoos image-pairs

Updated Aug 22, 2022
Jupyter Notebook

CTGAN

sdv-dev / CTGAN

Conditional GAN for generating synthetic tabular data.

tabular-data generative-adversarial-network data-generation synthetic-data synthetic-data-generation

Updated Feb 26, 2023
Python

paulbricman / thisrepositorydoesnotexist

A curated list of awesome projects which use Machine Learning to generate synthetic content.

generative-adversarial-network synthetic-images synthetic-data synthetic-dataset-generation generation-algorithms

Updated Mar 14, 2023

Renumics / awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

nlp computer-vision deep-learning data-visualization awesome-list outlier-detection feature-vector uncertainty-estimation active-learning data-versioning data-curation synthetic-data explainable-ai bias-detection robust-machine-learning noisy-labels data-drift data-centric-ai

Updated Mar 12, 2023

plaitpy / plaitpy

plait.py - a fake data modeler

modeling declarative synthetic-data

Updated Dec 27, 2018
Python

Copulas

sdv-dev / Copulas

A library to model multivariate data using copulas.

machine-learning tabular-data generative-model data-generation synthetic-data copulas synthetic-data-generation generative-ai

Updated Jan 21, 2023
Python

gretelai / gretel-synthetics

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

privacy tensorflow artificial-intelligence differential-privacy synthetic-data

Updated Feb 22, 2023
Python

Unity-Technologies / SynthDet

SynthDet - An end-to-end object detection pipeline using synthetic data

machine-learning computer-vision deep-learning detection object-detection pose-estimation synthetic-data synthetic-dataset-generation domain-randomization synthetic-dataset

Updated Nov 28, 2022
C#

Nicholasli1995 / EvoSkeleton

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

deep-learning dataset evolutionary-algorithms human-pose-estimation data-augmentation cvpr synthetic-data bias-correction 3d-human-pose 3d-computer-vision geometric-deep-learning 3d-pose-estimation 2d-to-3d smpl feed-forward-neural-networks kinematic-trees cvpr2020 generalization-on-diverse-scenes annotaton-tool

Updated Jul 10, 2021
Python

BMW-InnovationLab / BMW-Labeltool-Lite

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

Updated Dec 14, 2022
C#

LinkedAi / flip

Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.

computer-vision deep-learning object-detection synthetic-data generated-labels

Updated Jan 27, 2023
Python

mtt-distillation

GeorgeCazenavette / mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

machine-learning computer-vision artificial-intelligence synthetic-data

Updated Oct 17, 2022
Python

debidatta / syndata-generation

Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

faster-rcnn object-detection data-augmentation synthetic-data instance-detection

Updated Oct 21, 2020
Python

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