tfx · GitHub Topics

alirezadir / Production-Level-Deep-Learning

#计算机科学#A guideline for building practical production-level deep learning systems to be deployed in real world applications.

翻译 - 建立在实际应用中部署的实际生产级深度学习系统的指南。

机器学习深度学习 pipeline scalable-applications production-system tfx kubeflow 人工智能 practical-machine-learning 部署 system-design

4.44 k

1 年前

PipelineAI / pipeline

#计算机科学#PipelineAI

翻译 - PipelineAI Kubeflow分布

机器学习人工智能 Tensorflow Kubernetes Apache Cassandra Apache Spark kafka airflow Docker Redis 神经网络 gpu tfx Keras kubeflow PyTorch scikit-learn

Jsonnet 4.17 k

1 年前

GoogleCloudPlatform / mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

mlops vertex-ai tfx Google 云 Tensorflow

Jupyter Notebook 376

1 年前

rafiqhasan / auto-tensorflow

#计算机科学#Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.com/in/sam04/

Tensorflow 深度学习 neural-networks 机器学习 tfx automl

Python 181

2 年前

tensorflow / tfx-addons

#计算机科学#Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the ...

Tensorflow tfx 机器学习 mlops 神经网络 Python

Jupyter Notebook 127

10 个月前

deep-diver / semantic-segmentation-ml-pipeline

Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products

mlops semantic-segmentation Tensorflow tfx vertex-ai

Jupyter Notebook 95

2 年前

dimitreOliveira / bert-as-a-service_TFX

#自然语言处理#End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.

bert 自然语言处理深度学习 transformer Tensorflow tfx mlops bert-as-service 机器学习

Jupyter Notebook 43

1 年前

google / nitroml

#计算机科学#NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (AutoML) pipelines.

automl 机器学习 Python tfx kubeflow benchmarking scale portable modular

Jupyter Notebook 42

4 年前

sayakpaul / Dual-Deployments-on-Vertex-AI

Project demonstrating dual model deployment scenarios using Vertex AI (GCP).

vertex-ai mlops tfx kubeflow Google 云 automl Tensorflow Keras

Jupyter Notebook 35

3 年前

ashishpatel26 / Awesome-MLOps-Course-Outline

Awesome MLOps Course Outline

course Docker GitHub GitLab Grafana kubeflow Kubernetes mlflow mlops outline PyTorch Tensorflow tfx Awesome Lists DevOps dvc Linux

2 年前

deep-diver / Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes

#计算机科学#https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html

tfx mlops Tensorflow 机器学习 pipeline

Jupyter Notebook 29

3 年前

zhulingchen / Machine-Learning-Engineering-for-Production-MLOps-Specialization

Assignments of "Machine Learning Engineering for Production (MLOps) Specialization" by Coursera (https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops)

Coursera Tensorflow tfx mlops

Jupyter Notebook 28

4 年前

valeriano-manassero / tfx-kubeflow-pipelines

#计算机科学#Kubeflow pipelines built on top of Tensorflow TFX library

Kubernetes kubeflow Tensorflow tfx pipelines 机器学习 DevOps mlops

Jupyter Notebook 20

4 年前

ksalama / tfx-workshop

#计算机科学#Machine Learning with TensorFlow Extended (TFX) Pipelines

tfx mlops Tensorflow 机器学习 pipeline

Jupyter Notebook 13

1 年前

ntakouris / fluent-tfx

#计算机科学#A fluent API layer for tensorflow extended e2e machine learning pipelines

Tensorflow tfx pipelines apache-beam 机器学习

Python 12

5 年前

steven-mi / tfx-gpt2

Code for creating end-end TFX production pipeline for GPT-2.

tfx gpt2

Python 10

4 年前

altanai / TFX

TangoFX Sessions is a plug and play platform for Internet calling. It not only makes video call over internet but also provides us the ability to use immensely interactive tools with our communication...

cpaas WebRTC tfx socketio webrtc-signaling webrtc-experiments

JavaScript 9

2 个月前

iht / vertex-tfx-pipeline

An example of TFX intended to work with Vertex AI in Google Cloud

mlops tfx vertex-ai Google 云

Python 7

2 年前

wanted-VIP / TFX-Pipeline-Automation

#计算机科学#The TFX Automation Bot is a cutting-edge Python-based tool designed to streamline machine learning pipelines and optimize TensorFlow Extended (TFX) workflows. This bot automates model training, valida...

ai-tools 人工智能自动化 automation-tools big-data china data-pipeline 深度学习机器学习 Tensorflow tfx

Python 4

14 天前

ferneutron / tfserving

This repository contains code to train, export and serve a Tensorflow model with TFServing. Additionally, this repository provides the installation and configuration of TFServing through a Docker imag...

Keras Python Tensorflow tfx

Python 3

1 年前