The goal of this repository is to enable data scientists and ML engineers to develop data science use cases and making it ready for production use. This means focusing on the versioning, scalability, monitoring and engineering of the solution.
☆98Sep 17, 2025Updated last year
Alternatives and similar repositories for data-science-best-practices
Users that are interested in data-science-best-practices are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MLApp is a Python library for building scalable data science solutions that meet modern software engineering standards.☆45Oct 5, 2021Updated 5 years ago
- Visual Editor for Natural Language Processing pipelines☆14Apr 11, 2023Updated 3 years ago
- This repo has an IBM's Narrative of MLOps. It uses all the services in IBM's Cloud Pak for Data stack to actualise what an MLOps flow loo…☆14Dec 3, 2025Updated 11 months ago
- Visit the MLOps Guide:☆12Sep 18, 2025Updated last year
- Example Bank, now with CI/CD.☆11Oct 17, 2026Updated 2 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- IBM watsonx.ai sample models, notebooks and apps.☆179Updated this week
- a collection for SQL dataset, from Text2SQL.☆20May 9, 2026Updated 5 months ago
- Provision IBM Cloud infrastructure with Terraform, and install Red Hat® OpenShift Container Platform 3.☆16Sep 6, 2019Updated 7 years ago
- Containerized testing of system components that impact AI workload performance☆15Apr 25, 2023Updated 3 years ago
- Code Repository for Building API Development with Node.js, published by Packt☆11Feb 1, 2018Updated 8 years ago
- Shiny app-packages (book)☆20Updated this week
- ☆12Updated this week
- Dialog Flow Analysis Notebook for Watson Assistant☆29Nov 15, 2022Updated 3 years ago
- ☆15Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆16Jun 23, 2026Updated 4 months ago
- **WxMCPServer** is an IBM webMethods Hybrid Integration (IWHI) based MCP server, that enables existing APIs to be used as MCP tools.☆22Aug 10, 2026Updated 2 months ago
- ☆16Feb 20, 2026Updated 8 months ago
- Java Integration Samples for BAW on Containers and CP4A☆17May 22, 2025Updated last year
- ☆26Nov 22, 2024Updated last year
- Assistant Improve notebooks for Watson Assistant☆69Jul 8, 2023Updated 3 years ago
- Monitor device events using QRadar☆22Sep 17, 2025Updated last year
- An LLM-based playlist generator connected to Spotify☆10May 16, 2023Updated 3 years ago
- CRAN server with snapshot capabilities☆11Feb 6, 2015Updated 11 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Accompanying code for the ICML'23 paper "Unscented Autoencoder", authored by Faris Janjos, Lars Rosenbaum, Maxim Dolgov, and J. Marius Zo…☆10Sep 14, 2023Updated 3 years ago
- Helm charts used by catalyst assets. The helm repo can be accessed - https://charts.cloudnativetoolkit.dev☆15Nov 22, 2023Updated 2 years ago
- CLI tool for interacting with Fastly CDN services via official REST API.☆13Jul 29, 2020Updated 6 years ago
- Highlight Butler manages highlights in my highlight library☆11Jul 6, 2021Updated 5 years ago
- IBM Digital Developer Conference - Data & AI 2021 course showcasing aspects of the AI and Machine Learning lifecycle going from developme…☆13Jun 5, 2021Updated 5 years ago
- Sample containerized Python Flask application for demo purposes☆15Jun 27, 2024Updated 2 years ago
- A Golang Akamai API client and Akamai OPEN EdgeGrid Authentication scheme authentication handler.☆16Jun 1, 2018Updated 8 years ago
- Utilities to help migrate applications created elsewhere.☆18Jun 24, 2025Updated last year
- Expressive Reasoning Graph Store (ERGS) is an OWL reasoner and an RDF triple store built on top of a Property Graph architecture.☆32Sep 17, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 记录本人在医学科研学习过程中,亲自验证过,而适合自学的资料。☆33Sep 7, 2026Updated last month
- ☆12Jun 17, 2022Updated 4 years ago
- Example of how to include querystrings to save state url in plotly's Dash☆17Jun 26, 2019Updated 7 years ago
- website files☆12Apr 16, 2022Updated 4 years ago
- ☆14Mar 27, 2016Updated 10 years ago
- File versioning system that automatically creates backups of files when they are modified, using Linux's inotify☆11Feb 11, 2026Updated 8 months ago
- Benchmarking RAG and agentic systems in Go vs Python☆13Oct 2, 2025Updated last year