brainstormot

pecab

Pecab: Pure python Korean morpheme analyzer based on Mecab

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.

fzf

:cherry_blossom: A command-line fuzzy finder

kotlin-spark-api

This projects gives Kotlin bindings and several extensions for Apache Spark. We are looking to have this as a part of Apache Spark 3.x

RustQIP

Quantum computing using rust. Efficient and a borrow-checked no cloning theorem!

stellargraph

StellarGraph - Machine Learning on Graphs

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

gureum

더 편리한 macOS 한글 입력기

start-docker-kubernetes

시작하세요! 도커, 그리고 쿠버네티스 책에서 사용되는 예제를 정리한 저장소입니다.

KoBigBird

🦅 Pretrained BigBird Model for Korean (up to 4096 tokens)

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

ko_lm_dataformat

A utility for storing and reading files for Korean LM training 💾

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

cortex

Production infrastructure for machine learning at scale

BentoML

The easiest way to serve AI apps and models - Build reliable Inference APIs, LLM apps, Multi-model chains, RAG service, and much more!

DAGMM

DAGMM Tensorflow implementation

deep_learning_study

A curated list of Deep Learning

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

kakao_melon_final

KoELECTRA

Pretrained ELECTRA Model for Korean

perspective

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

docker-stacks

Ready-to-run Docker images containing Jupyter applications

talkingdata-adtracking-fraud-detection

My solution for TalkingData AdTracking Fraud Detection Challenge (https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/)

mlflow

Open source platform for the machine learning lifecycle

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

h2o-meetups

Presentations from H2O meetups & conferences by the H2O.ai team

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

arrow

Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing