An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.
☆30Jan 25, 2023Updated 3 years ago
Alternatives and similar repositories for model-deployment-checklist
Users that are interested in model-deployment-checklist are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆15Dec 2, 2020Updated 5 years ago
- ☆33Dec 8, 2022Updated 3 years ago
- StyleGAN2-ADA - Official PyTorch implementation☆21Aug 25, 2021Updated 4 years ago
- NeoVim plugin for remotely working on projects on the Norns sound computer platform☆11Sep 13, 2020Updated 5 years ago
- ☆22Dec 15, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆395Nov 10, 2022Updated 3 years ago
- Writing Primer for Data Scientists☆18Feb 19, 2020Updated 6 years ago
- A collection of Jupyter notebooks to play with NVIDIA's StyleGAN3 and OpenAI's CLIP for a text-based guided image generation.☆215Mar 31, 2022Updated 3 years ago
- The blog post about Kubeflow, including all materials☆31Feb 11, 2026Updated last month
- Scaling Python Machine Learning☆53Sep 7, 2023Updated 2 years ago
- Natural Language Processing with Flair, published by Packt☆26Mar 2, 2026Updated 3 weeks ago
- Example of a Streamlit data app powered by Vaex☆11Jul 7, 2022Updated 3 years ago
- Hyperparameters Spaces for Optimization☆24Jan 21, 2019Updated 7 years ago
- Deploying a Machine Learning model streaming application with Apache Kafka☆11Aug 21, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Repurposing InceptionV3, VGG16, and ResNet50 using bottlenecking☆21Mar 17, 2017Updated 9 years ago
- Website for the vetiver 🏺 framework☆13May 28, 2025Updated 9 months ago
- MLX Implementation of Recursive Reasoning with Tiny Networks☆79Oct 11, 2025Updated 5 months ago
- ☆15Oct 6, 2022Updated 3 years ago
- Automatic and Interpretable Machine Learning with H2O and LIME☆11Feb 21, 2018Updated 8 years ago
- Essential PySpark for Scalable Data Analytics, published by Packt☆46Mar 2, 2026Updated 3 weeks ago
- Work related to the Airbus Ship Detection Challenge https://www.kaggle.com/c/airbus-ship-detection☆13Sep 8, 2018Updated 7 years ago
- ☆13Jun 14, 2024Updated last year
- Resource Optimization☆11Jul 9, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- streamlit dashboard to analyse data☆13May 6, 2023Updated 2 years ago
- A flag generation AI created using DeepAIs API☆11Feb 8, 2022Updated 4 years ago
- assign color hues to a collection of text fragments based on embeddings☆20Jun 15, 2024Updated last year
- The Dynamic Rules Engine is a serverless application that enables real-time evaluation of rules against sensor data, leveraging AWS Kines…☆11Sep 25, 2024Updated last year
- Unconditional music synthesis using a diffusion model in the STFT domain☆12May 31, 2022Updated 3 years ago
- Simple reverse mode automatic differentiation of scalar values in javascript☆19May 1, 2025Updated 10 months ago
- Streamlit apps on Cloud Run with Identity-Aware Proxy (IAP).☆10Mar 5, 2022Updated 4 years ago
- Retrieval Augmented Generation (RAG) on audio data with LangChain☆15Sep 26, 2023Updated 2 years ago
- Feature Store for Machine Learning, published by Packt☆13Mar 2, 2026Updated 3 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- my global CLAUDE.md☆21Aug 16, 2025Updated 7 months ago
- Automatic inline image toggling as the cursor enters and exits them☆17Apr 18, 2023Updated 2 years ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆401Feb 22, 2026Updated last month
- MachineLearningSamples-QnAMatching☆15Jun 28, 2019Updated 6 years ago
- ☆22Dec 28, 2025Updated 2 months ago
- ☆11Dec 30, 2022Updated 3 years ago
- Creating a Gradio user interface to predict the sentiment of a tweet☆12Dec 22, 2021Updated 4 years ago