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.

Python 10.61 k

12 天前

voxel51 / fiftyone

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

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 9.59 k

14 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...

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

C++ 8.57 k

8 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 4.53 k

6 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 2.29 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 1.45 k

6 个月前

python-adaptive / adaptive

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

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

Python 1.19 k

6 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 900

1 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

899

1 年前

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.

机器学习 active-learning toolbox Python

Python 883

3 年前

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...