active-learning · GitHub Topics

#数据仓库#The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

翻译 - 在数据集中查找标签错误并使用嘈杂的标签进行学习。

Python 10.22 k

6 天前

voxel51 / fiftyone

#计算机科学#Refine high-quality datasets and visual AI models

翻译 - 用于构建高质量数据集和计算机视觉模型的开源工具

机器学习人工智能深度学习机器视觉 developer-tools 数据科学 Python active-learning data-centric-ai data-cleaning data-curation data-quality image-classification object-detection unstructured-data vector-search 可视化

Python 9.27 k

1 小时前

VowpalWabbit / vowpal_wabbit

#计算机科学#Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learni...

翻译 - Vowpal Wabbit是一个机器学习系统，它通过在线，哈希，减少，归约，learning2search，主动和交互式学习等技术来推动机器学习的前沿。

C++机器学习 online-learning contextual-bandits reinforcement-learning active-learning learning-to-search

C++ 8.54 k

5 个月前

argilla-io / argilla

#自然语言处理#Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

human-in-the-loop 自然语言处理 mlops developer-tools text-labeling annotation-tool 机器学习 active-learning weak-supervision text-annotation 大语言模型人工智能 gpt-4 rlhf langchain

Python 4.36 k

5 天前

modAL-python / modAL

#计算机科学#A modular active learning framework for Python

scikit-learn 机器学习 Python active-learning machine-learning-api bayesian-optimization

Python 2.27 k

1 年前

code-kern-ai / refinery

#自然语言处理#The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

annotations data-centric-ai data-labeling 深度学习 labeling labeling-tool 机器学习自然语言处理 neural-search text-annotation transformers Python human-in-the-loop spaCy 人工智能数据科学 text-classification active-learning supervised-learning

Python 1.43 k

3 个月前

python-adaptive / adaptive

#计算机科学#📈 Adaptive: parallel active learning of mathematical functions

翻译 - ：chart_with_upwards_trend：数学函数的自适应和并行采样工具

adaptive-learning 机器学习 Python live-plots parallel-computing adaptive-sampling parallel adaptive active-learning

Python 1.18 k

8 天前

baal-org / baal

#计算机科学#Bayesian active learning library for research and industrial usecases.

active-learning 深度学习机器学习 PyTorch Python 人工智能

Python 890

8 个月前

NUAA-AL / ALiPy

#计算机科学#ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

翻译 - ALiPy：Python中的主动学习是一种主动学习python工具箱，它使用户可以方便地评估，比较和分析主动学习方法的性能。

机器学习 active-learning toolbox Python

Python 875

2 年前

SupeRuier / awesome-active-learning

#Awesome#Everything you need about Active Learning (AL).

active-learning 机器学习深度学习 Awesome Lists human-in-the-loop crowdsourcing

859

9 个月前

shubhomoydas / ad_examples

#时序数据库#A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanatio...