dindanovitasari

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

great_expectations

Always know what to expect from your data.

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.

Surprise

A Python scikit for building and analyzing recommender systems

evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

alibi-detect

Algorithms for outlier, adversarial and drift detection

ml-design-patterns

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

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

spacy-transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

sparkmagic

Jupyter magics and kernels for working with remote Spark clusters

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

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.

scanyourpdf

Repository for the Scan Your Pdf community

sig-mlops

CDF SIG MLOps

shap-hypetune

A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.

datascience-fails

Collection of articles listing reasons why data science projects fail.

session-rec

Python-based framework for building and evaluating session-based and session-aware recommender systems.

sequence-based-recommendations

sqlite3-to-mysql

Transfer data from SQLite to MySQL

sars_tutorial

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

gender-decoder

post-modern-stack

Joining the modern data stack with the modern ML stack

Xpersona

XPersona: Evaluating Multilingual Personalized Chatbot

SkillGPT

TDD-in-MLOps

This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Git automation and other latest tools.

MDP-Recommendation-System

MDP Recommendation System for E Commerce Domain