automl · GitHub Topics | GitHub 中文社区

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

翻译 - 用于自动化机器学习生命周期的开源AutoML工具包，包括功能工程，神经体系结构搜索，模型压缩和超参数调整。

automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science

Python14.06 k

5 个月前

autokeras

Keras@keras-team

#计算机科学# AutoML library for deep learning

翻译 - 基于Keras的AutoML系统

automl neural-architecture-search automated-machine-learning python deep-learning machine-learning autodl tensorflow keras

Python9.16 k

17 天前

autogluon

@autogluon

#自然语言处理# Fast and Accurate ML in 3 Lines of Code

翻译 - AutoGluon：用于深度学习的AutoML工具包

automl machine-learning data-science deep-learning ensemble-learning computer-vision natural-language-processing structured-data object-detection gluon

Python8.07 k

1 天前

auto-sklearn

AutoML-Freiburg-Hannover@automl

Automated Machine Learning with scikit-learn

翻译 - 使用scikit-learn进行自动化机器学习

automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac

Python7.64 k

7 天前

featuretools

@alteryx

#计算机科学# An open source python library for automated feature engineering

翻译 - 一个用于自动特征工程的开源python库

feature-engineering machine-learning data-science automated-machine-learning automl python scikit-learn automated-feature-engineering

Python7.28 k

4 天前

automl

谷歌公司@google

Google Brain AutoML

翻译 - Google Brain AutoML

automl efficientdet object-detection efficientnet efficientnetv2

Jupyter Notebook6.25 k

8 个月前

awesome-automl-papers

@hibayesian

A curated list of automated machine learning papers, articles, tutorials, slides and projects

翻译 - 自动化机器学习论文，文章，教程，幻灯片和项目的精选清单

automl automated-feature-engineering hyperparameter-optimization neural-architecture-search

4.02 k

5 个月前

Merlion

Salesforce@salesforce

#计算机科学# Merlion: A Machine Learning Framework for Time Series Intelligence

翻译 - Merlion：时间序列智能的机器学习框架

time-series anomaly-detection forecasting machine-learning benchmarking automl ensemble-learning

Python3.39 k

5 个月前

FLAML

Microsoft@microsoft

#计算机科学# A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

翻译 - 一个快速轻量级的 AutoML 库。

automl hyperparam automated-machine-learning machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn

Jupyter Notebook3.13 k

1 年前

mljar-supervised

@mljar

#计算机科学# Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

翻译 - 通过特征工程和超参数调整来自动化机器学习管道：火箭：

automl machine-learning automatic-machine-learning mljar data-science scikit-learn hyperparameter-optimization feature-engineering xgboost random-forest

Python3.06 k

11 天前

lazypredict

@shankarpandala

#计算机科学# Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

翻译 - 惰性预测功能无需大量代码即可构建许多基本模型，并有助于了解哪些模型在无需进行任何参数调整的情况下效果更好

machine-learning automl regression classification

Python2.83 k

6 个月前

AutoRAG

@Marker-Inc-Korea

#大语言模型# AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

analysis automl benchmarking document-parser embeddings evaluation llm llm-evaluation llm-ops open-source

Python2.78 k

15 小时前

forecasting

Microsoft@microsoft

#计算机科学# Time Series Forecasting Best Practices & Examples

翻译 - 时间序列预测最佳做法和示例

forecasting time-series best-practices machine-learning deep-learning azure-ml automl demand-forecasting retail python

Python2.65 k

2 年前

sparseml

@neuralmagic

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

翻译 - 使用几行代码将稀疏化配方应用于神经网络的库，实现更快和更小的模型

pytorch keras model-sparsification sparsification-recipes tensorflow smaller-models deep-learning-library deep-learning-algorithms deep-learning-models automl

Python2.07 k

4 个月前

java-docs-samples

Google Cloud Platform@GoogleCloudPlatform

Java and Kotlin Code samples used on cloud.google.com

java kotlin appengine auth automl cdn vision video translate samples

Java1.77 k

19 天前

Cream

Microsoft@microsoft

This is a collection of our NAS and Vision Transformer work.

翻译 - [NeurIPS'20]作物的精华：为一击式神经结构搜索提炼优先路径

nas automl vision-transformer rpe vit-compression efficiency knowledge-distillation

Python1.68 k

4 个月前

fast-autoaugment

Kakao Brain@kakaobrain

#计算机科学# Official Implementation of 'Fast AutoAugment' in PyTorch.

翻译 - 在PyTorch中正式实施“快速自动增强”。

deep-learning convolutional-neural-networks pytorch augmentation image-classification computer-vision distributed cnn automl automated-machine-learning

Python1.6 k

3 年前

AutoDL-Projects

@D-X-Y

Automated deep learning algorithms implemented in PyTorch.

翻译 - 在PyTorch或Tensorflow中实现的自动化深度学习算法。

nas neural-architecture-search automl pytorch

Python1.57 k

3 年前

AutoDL

@DeepWisdom

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

翻译 - 自动化的深度学习，无需任何人工干预。 AutoDL Challenge @ NeurIPS的第一个解决方案。

autodl automl nas feature-engineering model-selection full-automl artificial-intelligence lightgbm resnet pytorch

Python1.14 k

2 年前

MedMNIST

@MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

翻译 - MedMNIST分类十项全能：医学图像分析的轻量级AutoML基准

dataset benchmark automl mnist

Python1.08 k

2 个月前