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synthetic-data

Here are 169 public repositories matching this topic...

machine-learning-for-trading

stefan-jansen / machine-learning-for-trading

Star

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 Jul 15, 2021
Jupyter Notebook

lk-geimfari / mimesis

Star

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 json-generator dummy synthetic-data mimesis

Updated Jul 17, 2021
Python

synthetichealth / synthea

Star

Synthetic Patient Population Simulator

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

Updated Jul 23, 2021
Java

SkinDeep

vijishmadhavan / SkinDeep

Star

Get Deinked!!

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

Updated Jun 3, 2021
Jupyter Notebook

paulbricman / thisrepositorydoesnotexist

Sponsor Star

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 Jun 16, 2021

getsynth / synth

Star

Open

Add tests for examples (i.e. bank_db)

1

christoshadjiaslanis commented Jul 10, 2021

Required Functionality
Currently we don't have automated tests for our examples (i.e. bank_db).

Proposed Solution
We should have a step in CI which at least runs a generate on a per-example basis and fails on a non-zero exit code.

Use case
As we get more examples it's going to be come harder and harder to maintain them.

Read more

ci good first issue help wanted

Open

Remove the deny(warnings) annotation

2

SDV

sdv-dev / SDV

Star

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

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

Updated Jul 13, 2021
Jupyter Notebook

plaitpy / plaitpy

Star

plait.py - a fake data modeler

modeling declarative synthetic-data

Updated Dec 27, 2018
Python

CTGAN

sdv-dev / CTGAN

Star

Open

Consider verbosity parameter for per-epoch losses

5

kevinykuo commented Jan 8, 2020

Either on/off or maybe a frequency (e.g. every N epochs)

Read more

enhancement good first issue

ydata-synthetic

ydataai / ydata-synthetic

Star

Synthetic structured data generators

machine-learning timeseries deep-learning python3 gan synthetic-data training-data datagenerator tensorflow2 gan-architectures datageneration

Updated May 31, 2021
Python

LinkedAi / flip

Star

Open

Transform for Brightness

divait commented Oct 23, 2020

Create a transform that allows to change the Brightness of the image

Read more

enhancement good first issue

Open

Transformation for HUE

Open

Autocreate the required folders

1

Find more good first issues →

debidatta / syndata-generation

Star

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

Copulas

sdv-dev / Copulas

Star

A library to model multivariate data using copulas.

machine-learning data-generation synthetic-data copulas synthetic-data-generation

Updated Jul 23, 2021
Jupyter Notebook

tirthajyoti / pydbgen

Star

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

Nicholasli1995 / EvoSkeleton

Star

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

Unity-Technologies / SynthDet

Star

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 Jul 5, 2021
Jupyter Notebook

sdv-dev / TGAN

Star

Generative adversarial training for generating synthetic tabular data.

tabular-data generative-adversarial-network synthetic-data synthesizing-tabular-data

Updated Sep 4, 2020
Python

gretelai / gretel-synthetics

Star

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

privacy tensorflow artificial-intelligence differential-privacy synthetic-data

Updated Jul 13, 2021
Python

jrieke / shape-detection

Sponsor Star

🟣 Object detection of abstract shapes with neural networks

machine-learning tutorial deep-learning keras dataset neural-networks object-detection object-recognition machine-learning-tutorials synthetic-data

Updated Oct 22, 2020
Jupyter Notebook

BMW-InnovationLab / BMW-Labeltool-Lite

Star

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

Updated Jun 25, 2021
C#

zpy

ZumoLabs / zpy

Star

Synthetic data for computer vision. An open source toolkit using Blender and Python.

python data ai computer-vision deep-learning blender ml blender-addon synthetic synthetic-data

Updated Jul 24, 2021
Python

kevinlin311tw / CDCL-human-part-segmentation

Star

Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)

paper docker-image machine keras human-pose-estimation human-parsing domain-adaptation synthetic-data cdcl human-understanding multi-human-parsing multi-person human-part-segmentation

Updated Jun 14, 2020
Python

firmai / datagene

Star

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

encoding finance data-structures decomposition model-checking similarity-measures dataset-generation distance-measures synthesizers similarity-score testing-framework synthetic-data predictive-maintenance synthetic-dataset-generation distance-calculations dataset-similarity transformation-recipes data-transformations

Updated Nov 12, 2020
Jupyter Notebook

TonicAI / masquerade

Star

A Postgres Proxy to Mask Data in Realtime

postgres postgresql fake-data synthetic-data

Updated Mar 16, 2021
C#

wenbowen123 / iros20-6d-pose-tracking

Star

[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 Jul 5, 2021
Python

ndrplz / surround_vehicles_awareness

Star

Learn to map surrounding vehicles onto a bird's eye view of the scene.

deep-learning self-driving-car adas synthetic-data bird-eye

Updated Feb 12, 2020
Python

fjxmlzn / DoppelGANger

Star

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

privacy timeseries time-series generative-adversarial-network gan datasets dataset-generation gans fidelity synthetic-data doppelganger synthetic-dataset-generation synthetic-data-generator synthetic-data-generation

Updated May 26, 2021
Python

atapour / monocularDepth-Inference

Star

Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer" (http://www.atapour.co.uk/papers/CVPR2018.pdf).

deep-learning style-transfer domain-adaptation synthetic-data pytorch-implementation monocular-depth-estimators

Updated Jun 27, 2019
Python

nickkunz / smogn

Star

Synthetic Minority Over-Sampling Technique for Regression

regression imbalanced-data smote synthetic-data over-sampling

Updated May 17, 2020
Python

MhLiao / SynthText3D

Star

Project page of SynthText3D

synthetic-data scene-text-detection synthetic-data-generator scene-text-images

Updated Dec 10, 2019
C++

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