hub

CodeZen

CodeZen

一个专注中文区的 GitHub 项目发现

avatar

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

automated-machine-learning automl bayesian-optimization data-science deep-learning
star14.3k
Python
avatar

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

machine-learning named-entity-recognition natural-language-processing nlp pytorch
star14.3k
Python
avatar

cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

annotation annotation-tool annotations boundingbox computer-vision
star14.7k
Python
avatar

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

augmentation deep-learning detection fast-augmentations image-augmentation
star15.2k
Python
avatar

DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

arxiv creating-deepfakes deep-face-swap deep-learning deep-neural-networks
star18.8k
Python
avatar

prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

automation data data-engineering data-ops data-science
star20.8k
Python
avatar

mlflow

The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

agentops agents ai ai-governance apache-spark
star22.9k
Python
avatar

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

dialogue machine-learning machine-translation named-entity-recognition natural-language-processing
star23.0k
Python
avatar

pipelines

Machine Learning Pipelines for Kubeflow

data-science kubeflow kubeflow-pipelines kubernetes machine-learning
star4.0k
Python
avatar

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

average-precision bounding-boxes mean-average-precision metrics object-detection
star5.1k
Python
avatar

presidio

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

anonymization data-anonymization data-masking data-obfuscation data-privacy
star6.0k
Python
avatar

chineseocr

yolo3+ocr

chinese-ocr chinese-text-detect darknet-text-detect idcard ocr
star6.1k
Python