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Search results for machine learning synthetic data
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synthetic-data
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42 search results found
Machine Learning For Trading
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9,469
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Sdv
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1,787
Synthetic data generation for tabular data
Unrealcv
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1,737
UnrealCV: Connecting Computer Vision to Unreal Engine
Ydata Synthetic
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1,201
Synthetic data generators for tabular and time-series data
Awesome Open Data Centric Ai
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630
Curated list of open source tooling for data-centric AI on unstructured data.
Pygraft
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553
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
Synthesizer
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507
A multi-purpose LLM framework for RAG and data creation.
Copulas
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454
A library to model multivariate data using copulas.
Synthdet
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330
SynthDet - An end-to-end object detection pipeline using synthetic data
Synthcity
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292
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Awesome Data Centric Ai
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282
Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖
Augraphy
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258
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
Genalog
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243
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
Mtt Distillation
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218
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
Zpy
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210
Synthetic data for computer vision. An open source toolkit using Blender and Python.
Shape Detection
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158
🟣 Object detection of abstract shapes with neural networks
Robotics Object Pose Estimation
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116
A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
Medigan
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88
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
Tsgm
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60
Generative modeling of synthetic time series data and time series augmentations
Netshare
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59
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
Awesome Python For Data Science
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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! 📊
Main
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41
Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders..
Gretel Python Client
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40
The Gretel Python Client allows you to interact with the Gretel REST API.
Synthetic Data Gen
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39
Various methods for generating synthetic data for data science and ML
Carposedemo
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38
Real-time Mobile Car Pose Estimation with CoreML
Foggysynscapes
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30
Semantic Understanding of Foggy Scenes with Purely Synthetic Data
Awesome Synthetic Data
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28
📖 A curated list of resources dedicated to synthetic data
Trainer
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27
Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.
Synthia
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22
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
Indoor Pet Detection
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22
A demo project for indoor pet detection using Unity generated synthetic data.
Aiplayground
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21
A virtual environment that allows changing isolated features in the image
Rubric Sampling Public
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15
PyTorch implementation for "Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference" (https://arxiv.org/abs/1809.01357).
Nist Crc 2023
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15
NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!
Syngen
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14
Open-source version of the TDspora synthetic data generation algorithm.
Traffic Sign Recognition Basd On Synthesised Training Data
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12
Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.
Experiments
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12
Experiments in machine learning on graph databases
Data Augmentation
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10
These functions will randomly distort image data to amplify total amount of images for use in machine learning algorithms.
Colors
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10
Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.
Medkit Learn
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9
The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk, Daniel Jarrett, and Mihaela van der Schaar.
Simgnn
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8
Keras implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation". Includes synthetic GED data.
Synthetic Data For Finance
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8
Material for QuantUniversity talk on Sythetic Data Generation for Finance.
Blenderset Addon
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7
Blenderset is tool for creating synthetic training data using blender. It can be used to create random scenes consisting of a real background image, ontop of which random humans and vehicles models are rendered with random lighting. In addition to the rendered images, annotations are generated in form of pixelwise instance-segmentations and bounding boxes.
Floating Marine Debris Data
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6
This repository contains data from Sentinel-2 imagery on floating marine debris, with annotations for six debris classes, including plastic, driftwood, seaweed, pumice, sea snot, and sea foam.
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1-42 of 42 search results
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