ksalama / tfx-workshop
Machine Learning with TensorFlow Extended (TFX) Pipelines
☆13Updated last year
Alternatives and similar repositories for tfx-workshop:
Users that are interested in tfx-workshop are comparing it to the libraries listed below
- This repository contains all code examples for my TensorFlow World talk about "Advanced model deployments with TensorFlow Serving"☆17Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last month
- Slides and notebook for the workshop on serving bert models in production☆25Updated 2 years ago
- Collection of python scripts to demonstrate asynchronous programming in python☆11Updated 2 years ago
- This repository contains the implementation of evaluation metrics for recommendation systems. We have compared similarity, candidate gene…☆16Updated last year
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆55Updated 2 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆64Updated 3 weeks ago
- [WIP] Behold, semantic-search, built over sentence-transformers to make it easy for search engineers to evaluate, optimise and deploy mod…☆15Updated last year
- Build fast gradio demos of fastai learners☆35Updated 3 years ago
- 🦖 Streamlined Recommender Systems with TensorFlow and KubeFlow☆18Updated last year
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.☆21Updated 3 years ago
- Examples of using Evidently to evaluate, test and monitor ML models.☆19Updated this week
- End to End MLOps☆10Updated 4 years ago
- ☆20Updated last year
- serving a torch model using Celery, Redis and RabbitMQ to serve users asynchronously☆20Updated last year
- NLP Examples using the 🤗 libraries☆41Updated 3 years ago
- Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib☆19Updated 3 years ago
- Codes, scripts, and notebooks on various aspects of transformer models.☆27Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆86Updated 2 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆80Updated 2 years ago
- Running load tests on a FastAPI application using Locust☆12Updated 3 months ago
- ☆21Updated last year
- ☆15Updated 2 years ago
- Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production…☆29Updated last year
- An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.☆30Updated 2 years ago
- ☆18Updated 2 years ago
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago
- Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations☆14Updated 2 years ago
- This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.☆29Updated 2 years ago