zane (zane-uw)

zane-uw

Geek Repo

Company:University of Washington

Location:Seattle

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zane's starred repositories

dbeaver

Free universal database tool and SQL client

Language:JavaLicense:Apache-2.0Stargazers:38550Issues:509Issues:17033

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

Language:RubyLicense:BSD-2-ClauseStargazers:20718Issues:322Issues:6465

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》)

Language:Jupyter NotebookLicense:MITStargazers:11902Issues:280Issues:218

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

Language:PythonLicense:MPL-2.0Stargazers:7901Issues:89Issues:452

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.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:4902Issues:46Issues:358

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).

Language:PythonLicense:Apache-2.0Stargazers:3853Issues:62Issues:1141

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

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:3320Issues:120Issues:222

shapash

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

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:2689Issues:37Issues:199

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

Language:PythonLicense:MITStargazers:833Issues:20Issues:4

wikipedia-data-science

Working with and analyzing Wikipedia Data

Language:Jupyter NotebookStargazers:688Issues:23Issues:4

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.

Language:Jupyter NotebookStargazers:669Issues:43Issues:6

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

Language:Jupyter NotebookStargazers:175Issues:17Issues:61

gistr

Interact with GitHub gists from R

Language:RLicense:NOASSERTIONStargazers:103Issues:11Issues:77

dataedu

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

Language:RLicense:CC-BY-4.0Stargazers:74Issues:11Issues:12

learning-my-kid-to-code

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

Language:PythonStargazers:51Issues:5Issues:0

ntsgp

Educational Recommender Systems

ledbelly

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

Language:RubyLicense:MITStargazers:11Issues:4Issues:5

ModelEWS

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

Language:RLicense:GPL-2.0Stargazers:5Issues:0Issues:0
Language:ApexStargazers:2Issues:0Issues:0

retention-data-pipeline

Data pipeline for importing and processing retention data

Language:PythonLicense:Apache-2.0Stargazers:2Issues:0Issues:0

my-learning-analytics

student dashboard based on django framework

Language:PythonLicense:Apache-2.0Stargazers:2Issues:0Issues:0

caliper-event-analysis

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

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:1Issues:0Issues:0

dawgpath-data-pipeline

Data pipeline for the Prereq Map application

Language:PythonStargazers:1Issues:0Issues:0

retention-data-pipeline

Data pipeline for importing and processing retention data

Language:PythonLicense:Apache-2.0Stargazers:1Issues:0Issues:0