LineaLabs / lineapy
Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.
☆665Updated 8 months ago
Alternatives and similar repositories for lineapy:
Users that are interested in lineapy are comparing it to the libraries listed below
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆498Updated 3 months ago
- Data Quality assessment with one line of code☆432Updated last week
- skops is a Python library helping you share your scikit-learn based models and put them in production☆461Updated last month
- UnionML: the easiest way to build and deploy machine learning microservices☆335Updated last year
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated last year
- Extra blocks for scikit-learn pipelines.☆1,291Updated this week
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rew…☆2,032Updated 3 months ago
- Fast SHAP value computation for interpreting tree-based models☆527Updated last year
- Doubt your data, find bad labels.☆508Updated 6 months 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…☆379Updated this week
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆208Updated last week
- Prepping tables for machine learning☆1,272Updated this week
- Lightweight and extensible compatibility layer between dataframe libraries!☆759Updated this week
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆690Updated last week
- ☆705Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 3 months ago
- EvalML is an AutoML library written in python.☆797Updated this week
- The Fuzzy Labs guide to the universe of open source MLOps☆452Updated 6 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆853Updated last year
- A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton☆863Updated last year
- Better SQL in Jupyter. 📊☆736Updated last week
- Natural Intelligence is still a pretty good idea.☆801Updated 6 months ago
- just a bunch of useful embeddings for scikit-learn pipelines☆474Updated 3 weeks ago
- Distributed SQL Engine in Python using Dask☆396Updated 4 months ago
- Start a data science project with modern tools☆188Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated 8 months ago
- Bulwark is a package for convenient property-based testing of pandas dataframes.☆224Updated 4 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆436Updated last year
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆292Updated last month