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集合主题趋势排行榜
#

feature-engineering

Website
Wikipedia
microsoft/nni
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / nni

#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.

automl深度学习neural-architecture-searchhyperparameter-optimizationdistributedbayesian-optimizationautomated-machine-learning机器学习数据科学TensorflowPyTorch神经网络深度神经网络model-compressionfeature-engineeringnasPythonhyperparameter-tuningmlops
Python 14.21 k
1 年前
https://static.github-zh.com/github_avatars/EpistasisLab?size=40
EpistasisLab / tpot

#计算机科学#A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

机器学习Python数据科学automl自动化scikit-learnhyperparameter-optimizationmodel-selectionparameter-tuningautomated-machine-learningrandom-forestgradient-boostingfeature-engineering
Jupyter Notebook 9.92 k
1 个月前
alteryx/featuretools
https://static.github-zh.com/github_avatars/alteryx?size=40
alteryx / featuretools

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

feature-engineering机器学习数据科学automated-machine-learningautomlPythonscikit-learnautomated-feature-engineering
Python 7.46 k
11 天前
https://static.github-zh.com/github_avatars/alibaba?size=40
alibaba / Alink

#计算机科学#Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

机器学习flinkclassificationclusteringregressiongraph-algorithmsxgboostrecommenderrecommender-systemfeature-engineering统计kafkadata-miningaprioriword2vecfmgraph-embedding
Java 3.61 k
1 年前
mljar/mljar-supervised
https://static.github-zh.com/github_avatars/mljar?size=40
mljar / mljar-supervised

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

automl机器学习mljar数据科学scikit-learnhyperparameter-optimizationfeature-engineeringxgboostrandom-forest神经网络lightgbmcatboostensembledecision-treeautomated-machine-learning
Python 3.16 k
2 个月前
https://static.github-zh.com/github_avatars/apachecn?size=40
apachecn / fe4ml-zh

#计算机科学#📖 [译] 面向机器学习的特征工程

Pythonfeature-engineering机器学习book
JavaScript 2.54 k
2 年前
https://static.github-zh.com/github_avatars/Visualize-ML?size=40
Visualize-ML / Book6_First-Course-in-Data-Science

#计算机科学#Book_6_《数据有道》 | 鸢尾花书:从加减乘除到机器学习;欢迎大家批评指正!纠错多的同学会得到赠书感谢!

data数据科学数据可视化feature-engineering机器学习Python
Jupyter Notebook 2.36 k
9 个月前
https://static.github-zh.com/github_avatars/salesforce?size=40
salesforce / TransmogrifAI

#计算机科学#TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

机器学习automltransformationsdslpipelinesScalasalesforcefeaturesfeature-engineeringApache Spark人工智能automated-machine-learningstructured-datatransformers
Scala 2.26 k
2 年前
https://static.github-zh.com/github_avatars/apache?size=40
apache / hamilton

#计算机科学#Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

数据科学Pythondagdata-engineeringdataframeetletl-frameworketl-pipelinefeature-engineering机器学习pandas软件工程数据分析lineagellmopsmlopsorchestrationHacktoberfestrag
Jupyter Notebook 2.15 k
6 天前
https://static.github-zh.com/github_avatars/metarank?size=40
metarank / metarank

#计算机科学#A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

rankingScalasearchpersonalization机器学习深度学习data-engineeringfeature-engineeringfeature-extractionKubernetes数据科学automlneural-networks
Scala 2.14 k
5 个月前
feature-engine/feature_engine
https://static.github-zh.com/github_avatars/feature-engine?size=40
feature-engine / feature_engine

#计算机科学#Feature engineering package with sklearn like functionality

机器学习数据科学Pythonscikit-learnfeature-engineeringfeature-selectionfeature-extraction
Python 2.07 k
2 个月前
https://static.github-zh.com/github_avatars/rorysroes?size=40
rorysroes / SGX-Full-OrderBook-Tick-Data-Trading-Strategy

#计算机科学#Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

high-frequency-tradinglimit-order-bookPython机器学习feature-selectionfeature-engineeringbacktesting-trading-strategiesmodel-selectiontrading-strategiesquantitative-tradingalgorithmic-tradinginvestmentorderbook-tick-dataquanttradingmarket-makingmarket-makerorderbook
Jupyter Notebook 2.06 k
3 年前
featureform/featureform
https://static.github-zh.com/github_avatars/featureform?size=40
featureform / featureform

#计算机科学#The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

机器学习数据科学vector-databaseembeddings-similarityembeddingsHacktoberfestfeature-storemlopsdata-qualityfeature-engineeringPython
Go 1.91 k
1 个月前
https://static.github-zh.com/github_avatars/feathr-ai?size=40
feathr-ai / feathr

#计算机科学#Feathr – A scalable, unified data and AI engineering platform for enterprise

feature-engineeringfeature-store人工智能mlopsdata-engineeringdata-quality机器学习Apache SparkAzure数据科学feature-management
Scala 1.9 k
1 年前
https://static.github-zh.com/github_avatars/ClimbsRocks?size=40
ClimbsRocks / auto_ml

#计算机科学#[UNMAINTAINED] Automated machine learning for analytics & production

机器学习数据科学automated-machine-learninggradient-boostingscikit-learnPythonproduction-readyautomllightgbmanalyticsfeature-engineeringhyperparameter-optimization深度学习xgboostKerasTensorflow人工智能
Python 1.65 k
4 年前
https://static.github-zh.com/github_avatars/4paradigm?size=40
4paradigm / OpenMLDB

#计算机科学#OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

feature-engineering机器学习featurestorein-memory-databasefeature-storefeature-extractionmlops
C++ 1.64 k
1 个月前
https://static.github-zh.com/github_avatars/Yimeng-Zhang?size=40
Yimeng-Zhang / feature-engineering-and-feature-selection

#计算机科学#A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

Python机器学习feature-engineeringfeature-selectionfeature-extractiondata-mining
Jupyter Notebook 1.57 k
3 年前
https://static.github-zh.com/github_avatars/LastAncientOne?size=40
LastAncientOne / Deep_Learning_Machine_Learning_Stock

#算法刷题#Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

深度学习机器学习stock-price-predictionfinancial-engineeringpredictionfeature-engineeringfeature-extractionfeature-selectionstock-datastock-tradingstock-analysisstock-pricesstock-market算法数据科学tradingtechnical-analysis神经网络
Jupyter Notebook 1.55 k
1 年前
https://static.github-zh.com/github_avatars/asavinov?size=40
asavinov / intelligent-trading-bot

#区块链#Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

比特币机器学习人工智能feature-engineeringcryptotradingalgorithmic-tradingcrypto-tradingtrading-bots加密货币
Python 1.39 k
1 天前
winedarksea/AutoTS
https://static.github-zh.com/github_avatars/winedarksea?size=40
winedarksea / AutoTS

#计算机科学#Automated Time Series Forecasting

time-series机器学习automlforecasting深度学习preprocessingfeature-engineering
Python 1.29 k
2 个月前
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