zane-uw

dbeaver

Free universal database tool and SQL client

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

homebrew-cask

🍻 A CLI workflow for the administration of macOS applications distributed as binaries

awesome-production-machine-learning

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

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

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.

aws-sdk-pandas

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

data-science-on-aws

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

minitorch

The full minitorch student suite.

you-dont-need-a-bigger-boat

An end-to-end implementation of intent prediction with Metaflow and other cool tools

wikipedia-data-science

Working with and analyzing Wikipedia Data

interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

data-science-in-education

Repository for the second edition of 'Data Science in Education Using R' by Emily A. Bovee, Ryan A. Estrellado, Joshua M. Rosenberg, and Isabella C. Velásquez

sql-snippets

A curated collection of helpful SQL queries and functions, maintained by Count.

ema

Explanatory Model Analysis. Explore, Explain and Examine Predictive Models

gistr

Interact with GitHub gists from R

dataedu

An R package associated with the Data Science in Education Using R book

learning-my-kid-to-code

trying to get my kid excited about code by writing small programs together

ntsgp

Educational Recommender Systems

ledbelly

LEDbelly - Live Events Daemon for Canvas LMS - SQS to SQL

ModelEWS

A repository showing an example of integrating a machine learning based dropout early warning system into a data warehouse workflow.

canvas-sqs-salesforce

retention-data-pipeline

Data pipeline for importing and processing retention data

my-learning-analytics

student dashboard based on django framework

caliper-event-analysis

A collaboration with U-M CSCAR to analyze and visualize collected Caliper events

dawgpath-data-pipeline

Data pipeline for the Prereq Map application

retention-data-pipeline

Data pipeline for importing and processing retention data