Jason2Brownlee / DataScienceDiagnosticChecklistLinks
Data Science Diagnostic Checklist: Helpful checks for data scientists with urgent problems
☆22Updated last year
Alternatives and similar repositories for DataScienceDiagnosticChecklist
Users that are interested in DataScienceDiagnosticChecklist are comparing it to the libraries listed below
Sorting:
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆169Updated last year
- Machine Learning Mischief: Examples from the dark side of data science☆58Updated 3 months ago
- MLOps maturity assessment☆61Updated 2 years ago
- summarytools in jupyter notebook☆111Updated last year
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆98Updated 2 years ago
- Machine Learning for Imbalanced Data, published by Packt☆277Updated last month
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆135Updated 2 years ago
- Minimalistic text search engine that uses sklearn and pandas☆41Updated this week
- Frouros: an open-source Python library for drift detection in machine learning systems.☆247Updated this week
- Tutorials on creating a reproducible and maintainable data science project☆149Updated 3 years ago
- Feature engineering package with sklearn like functionality☆56Updated last year
- Transform messy data science notebooks into production-ready code. Examples covering testing, CI/CD, MLOps, and scalable deployment pract…☆90Updated 6 months ago
- ☆295Updated 2 years ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆280Updated 5 months ago
- Demo for CI/CD in a machine learning project☆116Updated 2 years ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆80Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆265Updated 3 years ago
- Examples of python neural net and ML stock prediction methods with sample stock data.☆271Updated last year
- The Orange Book of Machine Learning☆56Updated 4 months ago
- ☆59Updated last year
- Repository with code examples of mlflow☆232Updated 5 months ago
- pipreqs with jupyter notebook support☆72Updated 2 years ago
- Software design principles for machine learning applications☆376Updated 5 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆163Updated last month
- Public repository for the "Data-Centric Deep Learning" course taught by Mike Wu and Andrew Maas. Available at https://corise.com/course/d…☆31Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆105Updated 2 years ago
- Code repository for the online course "Feature Engineering for Time Series Forecasting".☆198Updated 2 years ago
- Resources for some of our education content☆48Updated 5 months ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆65Updated 2 years ago
- Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart met…☆574Updated this week