synthetic-data

33 Projekte teilen dieses GitHub-Topic

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machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

★ 20.2k

data-juicer

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

★ 6.8k

Kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data…

★ 5k

SDV

Synthetic data generation for tabular data

★ 3.5k

distilabel

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and…

★ 3.3k

pgmpy

Python Toolkit for Causal and Probabilistic Reasoning

★ 3.3k

synthea

Synthetic Patient Population Simulator

★ 3.3k

synthetic-data-generator

SDG is a specialized framework designed to generate high-quality structured tabular data.

★ 2.4k

unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

★ 2.2k

DataDesigner

🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

★ 2.1k

curator

Synthetic data curation for post-training and structured data extraction

★ 1.7k

fg-data-synthetic

Synthetic data generators for tabular and time-series data

★ 1.6k

intellagent

A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic…

★ 1.3k

DataDreamer

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

★ 1.1k

deepfabric

Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline

★ 878

bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

★ 831

verbalized-sampling

Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting…

★ 788

mostlyai

Synthetic Data SDK ✨

★ 786

mamma

Official code for MAMMA: Markerless Accurate Multi-person Motion Acquisition.

★ 743

awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

★ 736

Copulas

A library to model multivariate data using copulas.

★ 647

Ditto

[CVPR'26 Highlight] Ditto: Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset

★ 618

tab-ddpm

[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"

★ 561

augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

★ 560

EnterpriseRAG-Bench

Dataset and benchmark for RAG on company internal documents.

★ 491

edsl

Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market…

★ 484

mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

★ 441

iros20-6d-pose-tracking

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

★ 423

NCFM

Official PyTorch implementation of the paper "Dataset Distillation with Neural Characteristic Function: A…

★ 413

be_great

A novel approach for synthesizing tabular data using pretrained large language models

★ 365

Robotics-Object-Pose-Estimation

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a…

★ 346

kodcode

✨ A synthetic dataset generation framework that produces diverse coding questions and verifiable solutions…

★ 321

SDGym

Benchmarking synthetic data generation methods.

★ 309

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