AutoViML / lazytransform
Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.
☆64Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for lazytransform
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome…☆120Updated 6 months ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆88Updated 10 months ago
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆106Updated 2 years ago
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 2 years ago
- Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & tracking☆55Updated 3 years ago
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 3 years ago
- Feature engineering package with sklearn like functionality☆50Updated 2 months ago
- Demo on how to use Prefect with Docker☆26Updated 2 years ago
- Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib☆19Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆39Updated last year
- ☆20Updated 10 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- This workshop was done as a part of the 1729 conference organized by Fractal Analytics and Analytics Vidhya. Key content covered was hand…☆21Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆54Updated 2 years ago
- OptimalFlow is an omni-ensemble and scalable automated machine learning Python toolkit, which uses Pipeline Cluster Traversal Experiments…☆27Updated 9 months ago
- Validation for forecasts☆18Updated last year
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago
- Instant search for and access to many datasets in Pyspark.☆34Updated 2 years ago
- ☆23Updated 2 years ago
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆50Updated last year
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆104Updated last year
- Pre-processing database using pre-written functions☆20Updated 4 years ago
- ☆16Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆76Updated 2 years ago
- Awesome list of AutoML frameworks - curated by @oskar-j☆24Updated last year
- Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production…☆29Updated 11 months ago
- A repository that showcases how you can use ZenML with Git☆65Updated 3 months ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Data Analysis Baseline Library☆131Updated 3 weeks ago