deep-diver / complete-mlops-system-workflow
β18Updated 2 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
- β14Updated last year
- Build fast gradio demos of fastai learnersβ35Updated 3 years ago
- This repository shows various ways of deploying a vision model (TensorFlow) from π€ Transformers.β29Updated 2 years ago
- Contains Colab Notebooks show cool use-cases of different GCP ML APIs.β10Updated 4 years ago
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.htmlβ28Updated 3 years ago
- This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.β21Updated 3 years ago
- Shows how to do parameter ensembling using differential evolution.β10Updated 3 years ago
- End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.β43Updated last year
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).β35Updated 3 years ago
- Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.β12Updated last year
- This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.β13Updated 3 years ago
- β24Updated 2 years ago
- Demonstration of the Model Training as a CI/CD System in Vertex AIβ29Updated 3 years ago
- [WIP] Behold, semantic-search, built over sentence-transformers to make it easy for search engineers to evaluate, optimise and deploy modβ¦β15Updated last year
- DEPRECATED--all functionality moved to nbdevβ15Updated 2 years ago
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP productsβ95Updated last year
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.β14Updated 3 years ago
- The fastai book, 2nd edition (in progress)β51Updated 7 months ago
- NLP Examples using the π€ librariesβ41Updated 3 years ago
- Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborationsβ14Updated 2 years ago
- This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.β33Updated 2 years ago
- BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipeβ¦β18Updated 2 years ago
- Presents an optimized Apache Beam pipeline for generating sentence embeddings (runnable on Cloud Dataflow).β20Updated 2 years ago
- Contains code to demonstrate distributed training in TensorFlow 2 with AI Platform and custom Docker contains.β20Updated 3 years ago
- Application for searching images from natural language queriesβ46Updated 3 years ago
- Contains my experiments with the `big_vision` repo to train ViTs on ImageNet-1k.β22Updated 2 years ago
- This repository hosts code for converting the original MLP Mixer models (JAX) to TensorFlow.β15Updated 3 years ago
- This project presents a simple framework to retrieve images similar to a query image.β27Updated 3 years ago
- Machine Learning with TensorFlow Extended (TFX) Pipelinesβ13Updated last year
- Research repo for code that may or may not end up in fastai3β50Updated 3 years ago