synthia
Data generator
Software for generating synthetic multivariate data with statistical properties preserved
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
57 stars
3 watching
9 forks
Language: Python
last commit: over 1 year ago
Linked from 1 awesome list
augmentationclimatecopuladata-augmentationdata-generationdata-generatordata-modellingdata-sciencedependency-analysisdependency-modelingfinancefpcafunctional-datamachine-learningoversamplingprincipal-component-analysisstatisticssynthetic-dataweatherxarray
Related projects:
Repository | Description | Stars |
---|---|---|
| An educational package providing generative models for synthetic data generation. | 1,456 |
| A Python library for generating synthetic 3D datasets using Blender with custom features for rich per-pixel information and multiview rendering. | 64 |
| Developing a new language to support differentiable programming and high-performance computations in artificial intelligence | 456 |
| A library that generates fake data for testing and fixture replacement in various frameworks | 944 |
| A Python package to create and run MODFLOW-based models | 529 |
| A toolkit for generating synthetic data while preserving differential privacy | 602 |
| Generates data for CARLA's visual navigation system using raw camera images and instructions. | 8 |
| A Python library for functional programming that aims to simplify the experience by providing a unified API and operator overloading for common data transformations and operations. | 134 |
| A library for generating synthetic tabular data based on real-world patterns | 2,416 |
| A collection of Python tools for reading, visualizing, and performing calculations with weather data | 1,267 |
| Simulates Functional Mock-up Units (FMUs) using Python | 446 |
| Software for simulating and analyzing galactic dynamics using numerical methods. | 231 |
| A Python library for loading and iterating over climate and flow time series data from various sources. | 85 |
| Provides an implementation of generalized additive models in Python for building flexible semi-parametric models | 876 |
| Enables typed polymorphism and type-safe business logic in Python without inheritance or interfaces. | 678 |