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

• aliabd / fastgradio
  Build fast gradio demos of fastai learners
  ☆35Updated 3 years ago
• sayakpaul / CI-CD-for-Model-Training
  This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.
  ☆21Updated 3 years ago
• deep-diver / semantic-segmentation-ml-pipeline
  Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products
  ☆96Updated 2 years ago
• dimitreOliveira / bert-as-a-service_TFX
  End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.
  ☆43Updated last year
• sayakpaul / deploy-hf-tf-vision-models
  This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.
  ☆30Updated 2 years ago
• sayakpaul / GCP-ML-API-Demos
  Contains Colab Notebooks show cool use-cases of different GCP ML APIs.
  ☆10Updated 4 years ago
• sayakpaul / Dual-Deployments-on-Vertex-AI
  Project demonstrating dual model deployment scenarios using Vertex AI (GCP).
  ☆34Updated 3 years ago
• machine-learning-apps / wandb-action
  GitHub Action That Retrieves Model Runs From Weights & Biases
  ☆60Updated 3 years ago
• deep-diver / mlops-hf-tf-vision-models
  MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
  ☆115Updated 2 years ago
• fastai / fastbook2e
  The fastai book, 2nd edition (in progress)
  ☆54Updated last year
• bhavsarpratik / semantic-search
  [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
• sgugger / hf_examples
  NLP Examples using the 🤗 libraries
  ☆41Updated 4 years ago
• deep-diver / TFX-WandB
  ☆14Updated 2 years ago
• fastai / fastai3
  Research repo for code that may or may not end up in fastai3
  ☆50Updated 4 years ago
• deep-diver / Model-Training-as-a-CI-CD-System
  Demonstration of the Model Training as a CI/CD System in Vertex AI
  ☆29Updated 3 years ago
• dm4ml / motion
  Framework for building and maintaining self-updating prompts for LLMs
  ☆64Updated last year
• deep-diver / image_search_with_natural_language
  Application for searching images from natural language queries
  ☆46Updated 3 years ago
• deep-diver / Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes
  https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html
  ☆29Updated 3 years ago
• LukeWood / reef-net
  ☆24Updated 2 years ago
• layerai-archive / sdk
  Metadata store for Production ML
  ☆88Updated 2 years ago
• h2oai / wave-ml
  Automatic Machine Learning (AutoML) for Wave Apps
  ☆32Updated 2 years ago
• fastai / fastrelease
  DEPRECATED--all functionality moved to nbdev
  ☆15Updated 3 years ago
• sayakpaul / Handwriting-Recognizer-in-Keras
  This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.
  ☆13Updated 3 years ago
• GillesVandewiele / covid19-mrna-degradation-prediction
  Fourth place solution to the "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction" organized by Stanford University and Kaggle
  ☆20Updated 4 years ago
• carted / processing-text-data
  Presents an optimized Apache Beam pipeline for generating sentence embeddings (runnable on Cloud Dataflow).
  ☆20Updated 3 years ago
• nateraw / huggingface-datasets-converter
  Scripts to convert datasets from various sources to Hugging Face Datasets.
  ☆57Updated 2 years ago
• chiphuyen / metaflow-transformers-tutorials
  Metaflow tutorials for ODSC West 2021
  ☆64Updated 3 years ago
• GokuMohandas / testing-ml
  Learn how to create reliable ML systems by testing code, data and models.
  ☆88Updated 2 years ago
• sayakpaul / MLPMixer-jax2tf
  This repository hosts code for converting the original MLP Mixer models (JAX) to TensorFlow.
  ☆15Updated 3 years ago
• DrHB / icecube-journal
  ☆32Updated 2 years ago