A framework for prompt tuning using Intent-based Prompt Calibration
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Nov 23, 2024 - Python
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synthetic-dataset-generation
Here are 267 public repositories matching this topic...
Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
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Dec 19, 2024 - Python
Perception toolkit for sim2real training and validation in Unity
machine-learning computer-vision deep-learning detection perception segmentation object-detection pose-estimation synthetic-dataset-generation domain-randomization
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Nov 8, 2024 - C#
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤
python nlp machine-learning natural-language-processing deep-learning transformers pytorch openai alignment gpt nlp-library synthetic-data fine-tuning synthetic-dataset-generation llm llms llmops instruction-tuning
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Aug 2, 2024 - Python
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
gpt zero-shot-learning domain-adaptation synthetic-data synthetic-dataset-generation llm task-adaptation
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Sep 12, 2024 - Python
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
python benchmarking machine-learning schema linked-data rdf semantics semantic-web owl ontology artificial-intelligence knowledge-graph data-generator knowledge-base rdfs graph-generator contributions-welcome synthetic-data ontology-generation synthetic-dataset-generation
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Jul 11, 2024 - Python
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
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Mar 14, 2023
NVIDIA Deep learning Dataset Synthesizer (NDDS)
computer-vision deep-learning object-detection pose-estimation synthetic-dataset-generation domain-randomization
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Oct 21, 2020 - C++
Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality synthetic data generation pipeline!
nlp paper dataset alignment gemma synthetic-data synthetic-dataset-generation llm supervised-finetuning llama2 qwen2 llama3 phi3
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Dec 20, 2024 - Python
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
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Dec 5, 2024 - C#
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
machine-learning deep-neural-networks computer-vision image-processing data-augmentation data-pipeline synthetic-data training-data synthetic-dataset-generation augmentation-pipeline crappification
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Sep 17, 2024 - Python
Unity's privacy-preserving human-centric synthetic data generator
computer-vision deep-learning unity unity3d perception object-detection labeling human-pose-estimation transfer-learning human-activity-recognition pose-estimation synthetic-data synthetic-dataset-generation synthetic-datasets synthetic-data-generation human-centric-ml owner-machine-learning billing-5160 applied-ml-research icml-2022
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Mar 5, 2024 - C#
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
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Jun 9, 2021 - Python
[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
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Nov 3, 2023 - Python
[NeurIPS D&B Track 2024] Official implementation of HumanVid
synthetic-dataset-generation video-generation human-video-generation unreal-engine-5 image-to-video-generation
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Oct 23, 2024 - Python
awesome synthetic (text) datasets
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Oct 29, 2024 - Jupyter Notebook
Compose multimodal datasets 🎹
dataset-generation data-processing data-pipeline synthetic-dataset-generation multimodal-deep-learning multimodal-datasets
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Dec 6, 2024 - Python
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
deep-learning tabular-data transformers data-generation gpt seq2seq-model synthetic-data synthetic-dataset-generation gpt-2
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Dec 13, 2024 - Jupyter Notebook
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
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Feb 8, 2022 - Jupyter Notebook
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
deep-learning dataset semi-supervised-learning motion-blur deblurring synthetic-dataset-generation disentangled-representations temporal-super-resolution cvpr2021 fast-moving-objects
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Apr 6, 2022 - Python
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