Popular GitHub Repositories for Synthetic Logs

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

Data processing for and with foundation models! ? ? ? ?? ??? ? ?

Open source data anonymization and synthetic data platform for developers. Anonymize your production data and sync it across your environments so that developers can safely use it.

The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

A procedural Blender pipeline for photorealistic training image generation

Synthetic data generation for tabular data

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

UnrealCV: Connecting Computer Vision to Unreal Engine

Synthetic data generators for tabular and time-series data

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. ?25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. ? Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

PostgreSQL database anonymization and synthetic data generation tool

一款多语言的API，满足您所有可观测性需求。轻量、快速，可替代LGTM :rocket: 独立的OpenTelemetry、Loki、Prometheus、Tempo、Pyroscope兼容 :star:

The Declarative Data Generator

Synthetic data curation for post-training and structured data extraction

Conditional GAN for generating synthetic tabular data.

The production toolkit for LLMs. Observability, prompt management and evaluations.

The first open-source Artificial Narrow Intelligence generalist agentic framework Computer-Using-Agent that fully operates graphical-user-interfaces (GUIs) by using only natural language. Uses Visualization-of-Thought and Chain-of-Thought reasoning to elicit spatial reasoning and perception, emulates, plans and simulates synthetic HID interactions.

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