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synthetic-data

Here are 359 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 robust data generator for Python, capable of rapidly producing large volumes of synthetic data for various use cases.

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

Updated May 26, 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 May 17, 2023
Python

synthetichealth / synthea

Synthetic Patient Population Simulator

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

Updated May 25, 2023
Java

SDV

sdv-dev / SDV

Synthetic data generation for tabular 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 May 26, 2023
Python

shuttle-hq / synth

Sponsor

The Declarative Data Generator

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

Updated Apr 20, 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 May 26, 2023
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 May 25, 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

awesome-open-data-centric-ai

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 May 25, 2023

plaitpy / plaitpy

plait.py - a fake data modeler

modeling declarative synthetic-data

Updated Dec 27, 2018
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 May 24, 2023
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 May 23, 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 May 26, 2023
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

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

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

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#

wenbowen123 / iros20-6d-pose-tracking

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

tracking robot computer-vision robotics dataset robots manipulation human-robot-interaction 3d pose-estimation domain-adaptation synthetic-data 6dof-tracking ycb 6dof-pose 6d-pose-estimation ycb-video synthetic-domains

Updated May 19, 2023
Python

tirthajyoti / pydbgen

Random dataframe and database table generator

python data-science database generator sqlite pandas-dataframe random-generation data-generation sqlite3 fake-data synthetic-data synthetic-dataset-generation

Updated Jun 9, 2021
Python

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