withsmilo
Applied Machine Learning Engineer/Architect. ex-Maintainer of Clipper and BentoML
@coupangSeoul, South Korea
withsmilo's Stars
coder/code-server
VS Code in the browser
junegunn/fzf
:cherry_blossom: A command-line fuzzy finder
strapi/strapi
π Strapi is the leading open-source headless CMS. Itβs 100% JavaScript/TypeScript, fully customizable and developer-first.
mingrammer/diagrams
:art: Diagram as Code for prototyping cloud system architectures
python-poetry/poetry
Python packaging and dependency management made easy
astral-sh/ruff
An extremely fast Python linter and code formatter, written in Rust.
pola-rs/polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
kedro-org/kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
Netflix/metaflow
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
kestra-io/kestra
Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.
bentoml/BentoML
The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!
zenml-io/zenml
ZenML π: Build portable, production-ready MLOps pipelines. https://zenml.io.
deepchecks/deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
whylabs/whylogs
An open-source data logging library for machine learning models and data pipelines. π Provides visibility into data quality & model performance over time. π‘οΈ Supports privacy-preserving data collection, ensuring safety & robustness. π
uber/piranha
A tool for refactoring code related to feature flag APIs
pyscaffold/pyscaffold
π Python project template generator with batteries included
featureform/featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
ray-project/kuberay
A toolkit to run Ray applications on Kubernetes
nbQA-dev/nbQA
Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks
palantir/pyspark-style-guide
This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring topics across the PySpark repos we've encountered.
couler-proj/couler
Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
bentoml/Yatai
Model Deployment at Scale on Kubernetes π¦οΈ
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.
loglabs/mltrace
Coarse-grained lineage and tracing for machine learning pipelines.
bentoml/bentoctl
Fast model deployment on any cloud π
SpoonLabs/gumtree-spoon-ast-diff
Computes the AST difference (aka edit script) between two Spoon Java source code abstract syntax trees
ploomber/projects
Sample projects using Ploomber.
ploomber/soorgeon
Convert monolithic Jupyter notebooks π into maintainable Ploomber pipelines. π
ploomber/soopervisor
βοΈ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.
bentoml/yatai-deployment
π Launching Bento in a Kubernetes cluster