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集合主题趋势排行榜
#

ml-pipelines

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

#计算机科学#An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collect...

ai-pipelinesapproximate-statisticsstatistical-propertiesdata-qualitycalculate-statisticsPythonLoggingmlopsDataOpsml-pipelinesdata-pipelinedataset机器学习数据科学analyticsconstraints
Jupyter Notebook 2.74 k
7 个月前
https://static.github-zh.com/github_avatars/sematic-ai?size=40
sematic-ai / sematic

#计算机科学#An open-source ML pipeline development platform

人工智能数据科学机器学习ml-opsml-pipelinesmlopspipelinePython
Python 995
7 个月前
https://static.github-zh.com/github_avatars/zetane?size=40
zetane / ZetaForge

#大语言模型#Open source AI platform for rapid development of advanced AI and AGI pipelines.

agi人工智能数据科学developer-toolsKubernetes大语言模型机器学习ml-pipelinesmlopsPythonworkflowworkflow-orchestrationclaudegpt
Python 192
1 个月前
https://static.github-zh.com/github_avatars/evidentlyai?size=40
evidentlyai / ml_observability_course

Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

data-driftdata-qualitydata-quality-checksllmopsmachine-learning-operationsml-monitoringml-observabilityml-pipelinesmlopsmodel-monitoringproduction-machine-learning
Jupyter Notebook 92
2 年前
https://static.github-zh.com/github_avatars/udellgroup?size=40
udellgroup / oboe

An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.

collaborative-filteringautomlml-pipelines
Python 83
4 年前
https://static.github-zh.com/github_avatars/opctl?size=40
opctl / opctl

Free and open source automation platform

containersDevOps自动化ml-pipelinesDevelopment
Go 50
2 个月前
https://static.github-zh.com/github_avatars/bodywork-ml?size=40
bodywork-ml / ml-pipeline-engineering

#计算机科学#Best practices for engineering ML pipelines.

机器学习mlopsml-pipelines教程DevOps
Jupyter Notebook 35
3 年前
https://static.github-zh.com/github_avatars/IBM?size=40
IBM / sail

#计算机科学#Library for streaming data and incremental learning algorithms.

深度学习incremental-learning机器学习ml-pipelinesraydistributed-computing
Python 25
3 个月前
https://static.github-zh.com/github_avatars/Ark-kun?size=40
Ark-kun / pipeline_components

#计算机科学#Components that I have created for Kubeflow Pipelines. Try them in https://cloud-pipelines.net/pipeline-editor/

kubeflow-pipelines机器学习pipelinesml-pipelinesmlops
Python 14
16 天前
https://static.github-zh.com/github_avatars/banzuzi-carioni?size=40
banzuzi-carioni / cross-border-electricity-flow-prediction

#计算机科学#Serverless ML system to predict the direction and volume of electricity flows to and from the Netherlands and its energy transmission partners.

etlmlopsServerless机器学习ml-pipelinesenergy-data
Python 11
4 个月前
https://static.github-zh.com/github_avatars/prateeksawhney97?size=40
prateeksawhney97 / Disaster-Response-Pipeline

#计算机科学#This Project is a part of Data Science Nanodegree Program by Udacity in collaboration with Figure Eight. The initial dataset contains pre-labelled tweet and messages from real-life disasters. The aim ...

数据科学flask-applicationflask-sqlalchemy深度学习机器学习etl-pipelineml-pipelines
Jupyter Notebook 8
5 年前
https://static.github-zh.com/github_avatars/Elkinmt19?size=40
Elkinmt19 / airflow-master

This a repo that was created to learn more about Airflow and develop awesome data engineering projects. 🚀🚀

airflowdagsdata-engineeringdata-pipelinesorchestrationml-pipelinesDockerPython
Python 5
2 年前
https://static.github-zh.com/github_avatars/leosmerling-hopeit?size=40
leosmerling-hopeit / fraud-poc

#计算机科学#Fraud detection ML pipeline and serving POC using Dask and hopeit.engine. Project created with nbdev: https://www.fast.ai/2019/12/02/nbdev/

fraud-detectionnbdev机器学习ml-pipelines微服务dask
Jupyter Notebook 5
2 年前
https://static.github-zh.com/github_avatars/souravlouha?size=40
souravlouha / ML_Practice_Studio

🧠A hands-on workspace for practicing machine learning concepts, data preprocessing, and experimenting with small ML projects. This repo includes foundational Python scripts, real-world mini-projects,...

ai-agentsai-framework数据分析data-cleaningdata-collection数据可视化image-classification图像处理image-recognitionml-engineeringml-pipelines
Jupyter Notebook 3
25 天前
https://static.github-zh.com/github_avatars/saurabh-kudesia?size=40
saurabh-kudesia / real-world-ai-projects

#自然语言处理#A collection of real-world machine learning and AI projects. Explore hands-on implementations of cutting-edge models, practical solutions, and techniques to tackle real-world challenges using AI.

人工智能机器视觉data-preprocessing数据科学深度学习机器学习自然语言处理neural-networksreinforcement-learningsupervised-learningunsupervised-learningautomated-machine-learningautomlml-pipelinesTensorflowpredictive-modeling
Jupyter Notebook 3
1 个月前
https://static.github-zh.com/github_avatars/rochitasundar?size=40
rochitasundar / DeepLearning.AI-Practical-Data-Science-On-AWS-Cloud-Specialization

This repository contains my code solution to DeepLearning.AIs Practical Data Science On AWS Cloud Specialization.

Amazon Web Servicesglues3-bucketbert-modelfeature-storeground-truthml-pipelinesmlopsmodel-deployment
Jupyter Notebook 2
2 年前
https://static.github-zh.com/github_avatars/yvgupta03?size=40
yvgupta03 / Big_Data_Project_US-Airlines_Tweet_Processing_and_Analysis

Big data application of Machine Learning concepts for sentiment classification of US Airlines tweets. The focus is on the usage of pyspark libraries (ml-lib) on big data to solve a problem using Machi...

big-dataml-pipelines
Jupyter Notebook 2
3 年前
https://static.github-zh.com/github_avatars/chrisliatas?size=40
chrisliatas / dsnd-ml-pipeline

#自然语言处理#ML pipeline to categorize emergency messages based on the needs communicated by the sender.

自然语言处理text-classificationml-pipelinesetl-pipeline
Jupyter Notebook 2
1 个月前
https://static.github-zh.com/github_avatars/tbsraja?size=40
tbsraja / Personalized_Cancer_Treatment

Develop algorithms to classify genetic mutations based on clinical evidence (text).

数据分析logistic-regressionml-pipelines自然语言处理
Jupyter Notebook 1
2 年前
https://static.github-zh.com/github_avatars/martynas-subonis?size=40
martynas-subonis / ml-workflows

Guide on how to structure and implement machine learning pipelines.

fine-tuningkubeflow-pipelinesml-pipelinesmlopsmodel-trainingvertex-ai
Python 1
9 个月前
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