deep-diver / complete-mlops-system-workflowLinks
☆17Updated 3 years ago
Alternatives and similar repositories for complete-mlops-system-workflow
Users that are interested in complete-mlops-system-workflow are comparing it to the libraries listed below
Sorting:
- Build fast gradio demos of fastai learners☆35Updated 3 years ago
- This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.☆21Updated 3 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆34Updated 3 years ago
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products☆95Updated 2 years ago
- Contains Colab Notebooks show cool use-cases of different GCP ML APIs.☆10Updated 4 years ago
- End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.☆43Updated last year
- This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.☆30Updated 3 years ago
- NLP Examples using the 🤗 libraries☆40Updated 4 years ago
- [WIP] Behold, semantic-search, built over sentence-transformers to make it easy for search engineers to evaluate, optimise and deploy mod…☆15Updated 2 years ago
- The fastai book, 2nd edition (in progress)☆56Updated last year
- Framework for building and maintaining self-updating prompts for LLMs☆64Updated last year
- GitHub Action That Retrieves Model Runs From Weights & Biases☆60Updated 3 years ago
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html☆29Updated 3 years ago
- Demonstration of the Model Training as a CI/CD System in Vertex AI☆29Updated 3 years ago
- MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)☆114Updated 2 years ago
- This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.☆13Updated 4 years ago
- Application for searching images from natural language queries☆46Updated 3 years ago
- ☆14Updated 2 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- ☆24Updated 3 years ago
- Research repo for code that may or may not end up in fastai3☆50Updated 4 years ago
- Presents an optimized Apache Beam pipeline for generating sentence embeddings (runnable on Cloud Dataflow).☆20Updated 3 years ago
- Metadata store for Production ML☆88Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆89Updated 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 3 years ago
- Slides and notebook for the workshop on serving bert models in production☆26Updated 2 years ago
- Dvc + Streamlit = ❤️☆40Updated last year
- BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipe…☆18Updated 3 years ago
- Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.☆45Updated 4 years ago
- Automatic Machine Learning (AutoML) for Wave Apps☆32Updated 2 years ago