MLOps Alternatives

Similar projects and alternatives to MLOps based on common topics and language

• nn-template

  4 613 7.2 Python MLOps VS nn-template

  Generic template to bootstrap your PyTorch project.

  

• VevestaX

  10 27 0.0 Jupyter Notebook MLOps VS VevestaX

  2 Lines of code to track ML experiments + EDA + check into Github

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• bodywork-pipeline-with-aporia-monitoring

  1 4 0.0 Jupyter Notebook MLOps VS bodywork-pipeline-with-aporia-monitoring

  Discontinued Integrating Aporia ML model monitoring into a Bodywork serving pipeline.

  

• mlflow-deployments

  1 15 4.2 Jupyter Notebook MLOps VS mlflow-deployments

  Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily deploy them in production later.

• NLP-CNN-Subreddit-Sorter-Heroku-App

  4 1 0.0 Jupyter Notebook MLOps VS NLP-CNN-Subreddit-Sorter-Heroku-App

  End-to-end development of an application using a convolutional neural network that suggests to users/moderators which technical subreddit a post actually belongs to. Novel method to determine # of CNN filters. Custom Word2vec embeddings. The subreddits chosen are all technical and similar, and benefit users/moderators interested in data science and related fields. (Exploratory data analysis, feature engineering, custom word2vec embeddings, convolutional neural network, deployment via flask to

• Python-Roadmap

  1 352 1.8 Jupyter Notebook MLOps VS Python-Roadmap

  Python Roadmap. Learn Python programming as your first programming language. Python for Absolute Beginners, Non-Tech Professionals, 15+ Projects, 30 Topics, 500+ Practice Questions, with Data Structures & Algorithms