Ajax20230/TFX-Pipeline-Automation

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, validation, deployment, and monitoring, making AI development seamless and efficient.

Language: Python - Size: 5.86 KB - Last synced at: 42 minutes ago - Pushed at: about 3 hours ago - Stars: 0 - Forks: 0

kade-one/disaster-tweets-classification

This repository offers a complete machine learning pipeline for classifying tweets related to disasters. It includes data processing, model training, and an interactive dashboard for insights. 🐙📊

Language: Jupyter Notebook - Size: 991 KB - Last synced at: about 7 hours ago - Pushed at: about 9 hours ago - Stars: 0 - Forks: 0

tensorflow/tfx-addons 📦

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 special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

Language: Jupyter Notebook - Size: 66.7 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 127 - Forks: 63

PipelineAI/pipeline

PipelineAI

Language: Jsonnet - Size: 90.4 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 4,171 - Forks: 971

ashishpatel26/Awesome-MLOps-Course-Outline

Awesome MLOps Course Outline

Size: 166 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 35 - Forks: 11

alirezadir/Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

Size: 14.9 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 4,463 - Forks: 666

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

https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html

Language: Jupyter Notebook - Size: 5.16 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 6

sayakpaul/Dual-Deployments-on-Vertex-AI

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

Language: Jupyter Notebook - Size: 1.84 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 8

Subrahmanyajoshi/TFX-Pipelines-on-Google-Cloud

This repository shows how to create and deploy TFX (TensorFlow Extended) pipelines on Google Cloud Platform.

Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

GoogleCloudPlatform/mlops-with-vertex-ai

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

Language: Jupyter Notebook - Size: 202 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 384 - Forks: 133

deep-diver/semantic-segmentation-ml-pipeline

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

Language: Jupyter Notebook - Size: 150 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 96 - Forks: 24

google/nitroml 📦

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

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 43 - Forks: 6

aNdr3W03/Stroke-Disease-Detection

Machine Learning Operations - Stroke Disease Detection

Language: Jupyter Notebook - Size: 485 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

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 for example features such as creating drawing or writing code together while in a video call.

Language: JavaScript - Size: 15.6 MB - Last synced at: 20 days ago - Pushed at: 7 months ago - Stars: 9 - Forks: 3

izam-mohammed/MLOps-Blueprints

My practices in mlops tools 🥵. Feel free to explore the various scripts and files ⚙️. I am just diving into the world of production-ready Machine Learning with streamlined workflows. 🤖

Language: Jupyter Notebook - Size: 63.5 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

AMfeta99/MLOPs_Specialization

Machine Learning Engineering for Production (MLOps) Specialization

Language: Jupyter Notebook - Size: 43.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

srikresna/orchestrate-restaurant-review

Restaurant review classification using TFX as pipeline. Deployed with TF-Serving and monitored using Prometheus and Grafana

Language: Jupyter Notebook - Size: 1.13 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1

ksalama/tfx-workshop

Machine Learning with TensorFlow Extended (TFX) Pipelines

Language: Jupyter Notebook - Size: 2.25 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 6

Juwono136/disaster-tweet-detection-mlops

End-to-end machine learning project to detect tweet is a disaster or not disaster + monitoring model serving using Prometheus and Grafana

Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

rafiqhasan/auto-tensorflow

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

Language: Python - Size: 1.02 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 181 - Forks: 39

Rewlion/Aster 📦

Language: C++ - Size: 117 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

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 image.

Language: Python - Size: 416 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

IAMPathak2702/Loan_status_prediction

loan status prediction pipeline ran on tfx and airflow

Language: Jupyter Notebook - Size: 112 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ntakouris/fluent-tfx

A fluent API layer for tensorflow extended e2e machine learning pipelines

Language: Python - Size: 534 KB - Last synced at: 5 days ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 0

ivancasenda/semantic-search

This project performs a semantic search on Stackoverflow datasets. It uses MiniLM Sentence Transformers Model to generate the embedding and Vertex AI Vector Search to index and query the embeddings. The index is periodically updated using TFX pipeline.

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

aNdr3W03/Disaster-Tweets-Classification

Machine Learning Operations - Disaster Tweets Classification

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

srikresna/orchestrate-telco-churn

Customer churn prediction using TFX as pipeline. Deployed with TF-Serving and monitored using Prometheus and Grafana

Language: PureBasic - Size: 1.54 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

omarlahkim/TFX-Pipeline-Plant-Disease-Detection

🌱 Pipeline Implementation using TFX for Plant Disease Detection Model. The Repository includes the keras model code, pipeline implementation for local Deployment & Airflow Noteebooks, a Minimalistic Client for testing the model after Serving it (TFX Serving REST-API), and a Simple Proxy Server.

Language: Python - Size: 105 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mjpaden/deeplearning.ai

deeplearning.ai Course Materials

Language: Jupyter Notebook - Size: 269 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

dimitreOliveira/bert-as-a-service_TFX

End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.

Language: Jupyter Notebook - Size: 72.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 42 - Forks: 10

hwk06023/MLOps

Docker, Kubernetes, Minikube, MLFlow, KuberFlow, Model serving, CI/CD, Monitoring ,...

Language: Dockerfile - Size: 266 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

syedsajjadaskari/End-To-End-Chicago-Taxi-Tip-Prediction-with-BigQuery-and-Vertex-AI

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

Language: Shell - Size: 4.88 KB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ivan-rivera/tfx

Playing around with Tensorflow Extended

Language: Jupyter Notebook - Size: 196 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

gamzekecibas/mlops-practice

Machine Learning Engineering for Production (MLOps) practices

Language: Jupyter Notebook - Size: 226 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

iht/vertex-tfx-pipeline

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

Language: Python - Size: 63.9 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 5

redhat-na-ssa/datasci-tfx-sepsis Fork of dmarcus-wire/datasci-tfx-sepsis

Machine Learning Prototype

Size: 109 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

valeriano-manassero/tfx-kubeflow-pipelines 📦

Kubeflow pipelines built on top of Tensorflow TFX library

Language: Jupyter Notebook - Size: 39.9 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 20 - Forks: 15

steven-mi/tfx-gpt2

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

Language: Python - Size: 4.16 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

DiegoBiagini/NatuReddit

Personal project aimed at developing a ML service which resembles a production environment system

Language: Python - Size: 55.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

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)

Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 24

JanetVictorious/tfx-pipeline

A TFX example pipeline

Language: Python - Size: 504 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

martin-fabbri/e2e-ml-pipelines

Building end-to-end production grade machine learning pipelines.

Language: Jupyter Notebook - Size: 630 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

hzuhdi/aware

Aware is DeepFake detection solution built on top of different existing pre-trained open source models.

Language: JavaScript - Size: 1.5 MB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

T-Sumida/tfx_image_classify

A sample program for image classification model using TFX.

Language: Python - Size: 63.5 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

kirenz/tfx

TensorFlow Extended tutorials

Language: Jupyter Notebook - Size: 4.75 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ssoudan/tfx_x

Collection of components for TFX

Language: Python - Size: 1.08 MB - Last synced at: 7 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

Anon-Artist/tfx Fork of 418sec/tfx

TFX is an end-to-end platform for deploying production ML pipelines

Language: Python - Size: 178 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

hypnosapos/yellow-pachyderm

Using pachyderm as pipeline engine to serve "taxi chicago" machine learning models

Language: Makefile - Size: 97.7 KB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 1