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:
- Machine Learning Mischief: Examples from the dark side of data science☆58Updated 3 months ago
- 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
- Feature engineering package with sklearn like functionality☆56Updated last year
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆170Updated last year
- The best repository showing why SMOTE and resampling methods might not be the answer for imbalanced data problems☆53Updated 5 months ago
- Minimalistic text search engine that uses sklearn and pandas☆41Updated this week
- Machine Learning for Imbalanced Data, published by Packt☆277Updated last month
- The Orange Book of Machine Learning☆56Updated 5 months ago
- ☆295Updated 2 years ago
- ☆59Updated last year
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆633Updated 2 weeks ago
- Code repository for the online course "Feature Engineering for Time Series Forecasting".☆198Updated 2 years ago
- A tiny framework to perform adversarial validation of your training and test data.☆24Updated last year
- summarytools in jupyter notebook☆111Updated last year
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆281Updated 5 months ago
- MLOps maturity assessment☆62Updated 2 years ago
- Transform messy data science notebooks into production-ready code. Examples covering testing, CI/CD, MLOps, and scalable deployment pract…☆90Updated 6 months ago
- Compendium of free ML reading resources☆487Updated 2 months ago
- ☆33Updated 2 years ago
- Frouros: an open-source Python library for drift detection in machine learning systems.☆249Updated this week
- ☆143Updated last month
- Repository with code examples of mlflow☆232Updated 5 months ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆105Updated 2 years ago
- Notebooks/scripts for youtube tutorials☆68Updated last year
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆135Updated 2 years ago
- Demo for CI/CD in a machine learning project☆115Updated 2 years ago
- Forecasting: Principles and Practice☆61Updated 4 years ago
- A Python libreary for removing collinearity☆29Updated 4 years ago
- Examples of python neural net and ML stock prediction methods with sample stock data.☆272Updated last year
- This repository contains everything you need to become proficient in ML System Design with Case Studies☆34Updated 2 years ago