There are 1 repository under simulated-data topic.
Code to export full segmentations from GTA
Steps to reproduce training results for the paper Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?
Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai
Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Predictive Control
SimViz contains tools and resources for authoring and executing autonomous vehicle simulations on roadways and city scapes by using map import, scene creation, formatting of ground truth data, and creating spline based roads.
R package: Simulate Expression data from igraph network using mvtnorm (CRAN; JOSS)
Simple demo of structured illumination microscopy image fusion via Richardson-Lucy deconvolution
swc to vtk converter for visualization of neuron and neural circuit simulation in ParaView
BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.
War card game simulation & Sudoku solver and generator in python. War card game rules: https://en.wikipedia.org/wiki/War_(card_game) or visit our wiki: https://github.com/ZeeGabByte/War-cards-game-simulation/wiki
create an occluded face images to simulate covid-19 face wear and program a face recognition system that utilizes the data.
Generate a pseudorandom data set to simulate an experiment. This web application is suitable for educational and research purposes in experimental and quantitative sciences. It allows the creation of varied data sets with specified structures, such as between-group and within-participant variables, that can be categorical or continuous.
an R package implementing the filtering algorithms for the state-space models on the Stiefel manifold
Convolutional neural networks to estimate parameters of strong gravitational lenses
Code and data for AurA simulations
Simulator of metabarcoding sequencing runs - Glorified ART wrapper
A repository for code that generates various simulated data.
A professor I wanted to do research with asked me to read up on copulas before an interview. I ended up doing a bit more than just reading. This is based off the work of Thomas Wiecki (https://twiecki.io/blog/2018/05/03/copulas/).
Python-based software for visualizing NetLogo BehaviorSpace data.
Source code for examples of k-means and hierarchical clustering
Interactive app for exploring predictions from the {mccv} package using Shiny for Python
SJSU-Projects are those projects I applied machine learning algorithms or statistical methods on real data sets.
Simulate gene expression data where gene expression is determined by a linear influential factor, such as motifs.
Saha, Sourav; Arafat, Md Easin; Palash, Md Aminul Haque ; Farid, Dewan Md; Kaiser, M Shamim (2023), “Simulated data for bangali text localisation in natural image ”, Mendeley Data, V2, doi: 10.17632/h9kry9y46s.2
Java based data generator for data simulation
AWS IoT Sample Data Generator