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The Top 23 Jupyter Notebook Synthetic Data Open Source Projects

Open source projects categorized as Jupyter Notebook Synthetic Data
Categories > Data Processing > Jupyter Notebook
Categories > Synthetic Data
Machine Learning For Trading ⭐ 9,469
Code for Machine Learning for Algorithmic Trading, 2nd edition.
most recent commit 10 months ago
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31most recent commit 3 months agopypi ydata-synthetic} Downloads
Awesome Data Centric Ai ⭐ 282
Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖
most recent commit 4 months ago
Genalog ⭐ 243
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
total releases 3most recent commit a year ago
Datagene ⭐ 170
DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
total releases 3most recent commit 2 years ago
Str Fewer Labels ⭐ 166
Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)
most recent commit 4 months ago
Shape Detection ⭐ 158
🟣 Object detection of abstract shapes with neural networks
most recent commit 4 years ago
Realtabformer ⭐ 151
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
total releases 33most recent commit 5 months ago
Neural Subgraph Learning Gnn ⭐ 141
most recent commit 3 years ago
Table Evaluator ⭐ 61
Evaluate real and synthetic datasets against each other
dependent packages 2total releases 31most recent commit 8 months agopypi table-evaluator} Downloads
Scigraphqa ⭐ 58
SciGraphQA
most recent commit 9 months ago
Deid Examples ⭐ 58
Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.
most recent commit 4 months ago
Scales_human_mobility ⭐ 53
most recent commit 3 years ago
Awesome Python For Data Science ⭐ 51
A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! 📊
most recent commit 5 months ago
Synthetic Data Gen ⭐ 39
Various methods for generating synthetic data for data science and ML
most recent commit 3 years ago
Sim4rec ⭐ 37
Simulator for training and evaluation of Recommender Systems
total releases 2most recent commit 6 months ago
On The Generation And Evaluation Of Synthetic Tabular Data Using Gans ⭐ 34
Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs
most recent commit 10 months ago
Nbsynthetic ⭐ 25
nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets
most recent commit a year ago
Pose_estimation ⭐ 25
Code for our work on pose-estimation using template 3D models.
most recent commit 4 years ago
Indoor Pet Detection ⭐ 22
A demo project for indoor pet detection using Unity generated synthetic data.
most recent commit a year ago
Aiplayground ⭐ 21
A virtual environment that allows changing isolated features in the image
most recent commit 2 years ago
Quantum Machine Learning ⭐ 18
This is an exploration using synthetic data in CSV format to apply QML models for the sake of binary classification. You can find here three different approaches. Two with Qiskit (VQC and QK/SVC) and one with Pennylane (QVC).
most recent commit 3 months ago
Synthetic Data Genomics ⭐ 17
Proof of concept code from Gretel.ai and Illumina using generative neural networks to create synthetic versions of mouse genotype and phenotype data.
most recent commit 2 years ago
The 2 Most Depended On Jupyter Notebook Synthetic Data Open Source Projects
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31latest release December 08, 2023most recent commit 3 months agopypi ydata-synthetic} Downloads
Table Evaluator ⭐ 61
Evaluate real and synthetic datasets against each other
dependent packages 2total releases 31latest release August 20, 2023most recent commit 8 months agopypi table-evaluator} Downloads
The 6 Latest Releases In Jupyter Notebook Synthetic Data Open Source Projects
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31latest release December 08, 2023most recent commit 3 months agopypi ydata-synthetic} Downloads
Table Evaluator ⭐ 61
Evaluate real and synthetic datasets against each other
dependent packages 2total releases 31latest release August 20, 2023most recent commit 8 months agopypi table-evaluator} Downloads
Sim4rec ⭐ 37
Simulator for training and evaluation of Recommender Systems
total releases 2latest release August 01, 2023most recent commit 6 months ago
Datagene ⭐ 170
DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
total releases 3latest release May 10, 2020most recent commit 2 years ago
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