npatta01 / search-engine-workshopLinks
Slides and notebook for the workshop on building a search system
☆23Updated last year
Alternatives and similar repositories for search-engine-workshop
Users that are interested in search-engine-workshop are comparing it to the libraries listed below
Sorting:
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆92Updated 3 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 4 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 11 months ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- A repository that showcases how you can use ZenML with Git☆73Updated 4 months ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆97Updated 3 years ago
- Slides and notebook for the workshop on serving bert models in production☆25Updated 3 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆265Updated 3 years ago
- An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.☆30Updated 2 years ago
- Neural networks in pandas☆51Updated 3 years ago
- Template for data pipelines, ML workflows, API dev and monitoring☆44Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 3 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆90Updated last year
- Framework for building and maintaining self-updating prompts for LLMs☆65Updated last year
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆184Updated last year
- A comprehensive reference for all topics related to building and maintaining microservices☆67Updated 3 years ago
- A comprehensive tool for linguistic analysis of communities☆49Updated 4 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆89Updated 3 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆210Updated 3 years ago
- Demo Computer Vision Project☆65Updated 2 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 4 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 3 months ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆65Updated 10 months ago
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 4 years ago
- A simple search engine to search medium stories built with streamlit and elasticsearch.☆40Updated 3 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆34Updated 3 years ago