157 results found Sort:

stefan-jansen
machine-learning-for-trading stefan-jansen
4.5k
14.6k
unknown
410
Code for Machine Learning for Algorithmic Trading, 2nd edition.
finance trading investment data-science deep-learning ml4t-workflow trading-agent synthetic-data machine-learning trading-strategies investment-strategies artificial-intelligence
Created 2018-05-09
351 commits to main branch, last one 2 years ago
lk-geimfari
mimesis lk-geimfari
337
4.5k
mit
59
Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
data fake mock dummy pandas polars python schema factory mimesis testing fixtures syntetic dataframe generator datascience factory-boy pytest-plugin json-generator synthetic-data
Created 2016-09-09
2,657 commits to master branch, last one 2 months ago
modelscope
data-juicer modelscope
226
4.2k
apache-2.0
20
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
gpt llm nlp llms gpt-4 llama llava chinese dataset pytorch opendata streamlit multi-modal data-science pre-training data-analysis synthetic-data data-visualization instruction-tuning large-language-models
Created 2023-08-01
349 commits to main branch, last one 11 hours ago
nucleuscloud
neosync nucleuscloud
152
3.8k
other
22
Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.
etl faker mysql docker golang nextjs benthos reactjs testing kubernetes postgresql typescript fine-tuning open-source self-hosted orchestration synthetic-data test-data-generator synthetic-data-generation
Created 2023-08-24
2,508 commits to main branch, last one 2 days ago
Kiln-AI
Kiln Kiln-AI
234
3.4k
other
35
The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.
ai ml rlhf evals macos ollama openai prompt python windows evaluation fine-tuning collaboration synthetic-data chain-of-thought machine-learning dataset-generation prompt-engineering
Created 2024-07-23
1,521 commits to main branch, last one 6 hours ago
DLR-RM
BlenderProc DLR-RM
462
3.0k
gpl-3.0
43
A procedural Blender pipeline for photorealistic training image generation
python blender rendering synthetic 3d-engines 3d-graphics suncg-scene depth-images segmentation synthetic-data camera-sampling pose-estimation 3d-front-dataset blender-pipeline camera-positions 3d-reconstruction computer-graphics blender-installation
Created 2019-10-10
5,201 commits to main branch, last one 2 months ago
argilla-io
distilabel argilla-io
190
2.6k
apache-2.0
23
Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
ai llms rlhf rlaif openai python huggingface synthetic-data synthetic-dataset-generation
Created 2023-10-16
840 commits to main branch, last one 2 months ago
sdv-dev
SDV sdv-dev
330
2.6k
other
40
Synthetic data generation for tabular data
gan sdv gans multi-table time-series generativeai deep-learning generative-ai synthetic-data data-generation generative-model machine-learning relational-datasets synthetic-data-generation generative-adversarial-network
Created 2018-05-11
1,858 commits to main branch, last one a day ago
synthetichealth
synthea synthetichealth
717
2.5k
apache-2.0
77
Synthetic Patient Population Simulator
fhir synthea simulation health-data synthetic-data synthetic-population
Created 2016-06-17
4,859 commits to master branch, last one 5 months ago
hitsz-ids
synthetic-data-generator hitsz-ids
379
2.3k
apache-2.0
308
SDG is a specialized framework designed to generate high-quality structured tabular data.
gan llm agent privacy tabular-data deep-learning generative-ai data-generator synthetic-data machine-learning
Created 2023-08-10
281 commits to main branch, last one about a month ago
unrealcv
unrealcv unrealcv
442
2.0k
mit
93
UnrealCV: Connecting Computer Vision to Unreal Engine
ue4 simulation embodied-ai synthetic-data virtual-worlds computer-vision machine-learning
Created 2016-09-08
1,200 commits to 5.2 branch, last one about a month ago
ydataai
ydata-synthetic ydataai
250
1.5k
mit
30
Synthetic data generators for tabular and time-series data
gan gans python3 pytorch timeseries tensorflow2 time-series datagenerator deep-learning training-data datageneration synthetic-data machine-learning gan-architectures generative-adversarial-network
Created 2020-05-04
260 commits to dev branch, last one about a month ago
shuttle-hq
synth shuttle-hq
109
1.4k
apache-2.0
25
The Declarative Data Generator
json rust postgres hacktoberfest realistic-data synthetic-data data-generation test-data-generator
Created 2020-08-09
350 commits to master branch, last one 6 months ago
sdv-dev
CTGAN sdv-dev
307
1.4k
other
23
Conditional GAN for generating synthetic tabular data.
tabular-data synthetic-data data-generation synthetic-data-generation generative-adversarial-network
Created 2019-09-08
414 commits to main branch, last one 4 days ago
GreenmaskIO
greenmask GreenmaskIO
32
1.3k
apache-2.0
4
PostgreSQL database anonymization and synthetic data generation tool
ai go pg qa dba faker golang staging database security automation postgresql obfuscation data-masking transformers anonymization testing-tools security-tools synthetic-data security-automation
Created 2023-12-01
488 commits to main branch, last one 24 hours ago
bespokelabsai
curator bespokelabsai
90
1.2k
apache-2.0
9
Synthetic data curation for post-training and structured data extraction
llm agents prompt python fine-tuning deep-learning synthetic-data machine-learning instruction-tuning natural-language-processing synthetic-dataset-generation
Created 2024-10-28
1,518 commits to main branch, last one 14 hours ago
plurai-ai
intellagent plurai-ai
129
1.0k
apache-2.0
28
A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions
agent llmops simulator evaluation synthetic-data
Created 2024-10-28
289 commits to main branch, last one 7 days ago
datadreamer-dev
DataDreamer datadreamer-dev
53
1.0k
mit
8
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤
gpt llm nlp llms llmops openai python pytorch alignment fine-tuning nlp-library transformers deep-learning synthetic-data machine-learning instruction-tuning natural-language-processing synthetic-dataset-generation
Created 2023-06-02
83 commits to main branch, last one 2 months ago
BatsResearch
bonito BatsResearch
49
764
bsd-3-clause
12
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
gpt llm synthetic-data task-adaptation domain-adaptation zero-shot-learning synthetic-dataset-generation
Created 2024-02-25
35 commits to main branch, last one about a month ago
Renumics
awesome-open-data-centric-ai Renumics
35
716
cc-by-4.0
20
Curated list of open source tooling for data-centric AI on unstructured data.
nlp data-drift awesome-list noisy-labels data-curation deep-learning bias-detection explainable-ai feature-vector synthetic-data active-learning computer-vision data-centric-ai data-versioning machine-learning outlier-detection data-visualization documentation-only uncertainty-estimation robust-machine-learning
Created 2023-02-27
34 commits to main branch, last one about a year ago
jofpin
synthBTC jofpin
414
684
mit
4
A tool that uses advanced Monte Carlo simulations and Turbit parallel processing to create possible Bitcoin prediction scenarios.
nodejs turbit bitcoin prediction synthetic-data data-processing monte-carlo-simulation
Created 2024-08-02
6 commits to main branch, last one 8 months ago
nicolas-hbt
pygraft nicolas-hbt
45
681
mit
15
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
owl rdf rdfs python schema ontology semantics linked-data benchmarking semantic-web data-generator knowledge-base synthetic-data graph-generator knowledge-graph machine-learning ontology-generation contributions-welcome artificial-intelligence synthetic-dataset-generation
Created 2023-09-07
47 commits to master branch, last one 9 months ago
magpie-align
magpie magpie-align
60
673
mit
5
[ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data generation pipeline!
llm nlp phi3 gemma paper qwen2 llama2 llama3 dataset alignment synthetic-data supervised-finetuning synthetic-dataset-generation
Created 2024-06-12
74 commits to main branch, last one 25 days ago
gretelai
gretel-synthetics gretelai
90
629
other
30
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
privacy tensorflow synthetic-data differential-privacy artificial-intelligence
Created 2020-03-02
360 commits to master branch, last one 24 days ago
SciPhi-AI
synthesizer SciPhi-AI
54
621
apache-2.0
13
A multi-purpose LLM framework for RAG and data creation.
ai agents synthetic-data machine-learning artificial-intelligence
This repository has been archived (exclude archived)
Created 2023-09-15
196 commits to main branch, last one about a year ago
sdv-dev
Copulas sdv-dev
116
585
other
20
A library to model multivariate data using copulas.
copulas tabular-data generative-ai synthetic-data data-generation generative-model machine-learning synthetic-data-generation
Created 2017-11-13
895 commits to main branch, last one 8 days ago
paulbricman
thisrepositorydoesnotexist paulbricman
40
585
unknown
17
A curated list of awesome projects which use Machine Learning to generate synthetic content.
synthetic-data synthetic-images generation-algorithms synthetic-dataset-generation generative-adversarial-network
Created 2019-02-19
50 commits to master branch, last one 2 years ago
vanderschaarlab
synthcity vanderschaarlab
71
532
apache-2.0
15
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
privacy pytorch fairness-ml tabular-data synthetic-data generative-model machine-learning data-augmentation
Created 2022-03-18
172 commits to main branch, last one 3 months ago
yandex-research
tab-ddpm yandex-research
99
435
mit
5
[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
ai pytorch tabular deep-learning synthetic-data diffusion-models
Created 2022-10-02
8 commits to main branch, last one 2 years ago
GeorgeCazenavette
mtt-distillation GeorgeCazenavette
57
419
other
8
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
synthetic-data computer-vision machine-learning artificial-intelligence
Created 2022-03-21
17 commits to main branch, last one 8 months ago