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Netflix/maestro

Maestro is Netflix's workflow orchestrator for building data pipelines and batch processing workflows.

3.7K
Active
Java
ETL & Pipelines
Background Jobs
Java
#data-engineering#batch-processing#workflow-orchestration

polyaxon/polyaxon

Polyaxon is an MLOps platform for managing and orchestrating the machine learning lifecycle.

3.7K
Active
MLOps
API Frameworks
Kubernetes
#machine-learning#mlops#kubernetes

opengeos/leafmap

Interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

3.7K
Active
Python
React
#mapping#geospatial-analysis#jupyter-environment

hemansnation/AI-Engineer-Headquarters

A comprehensive collection of AI-powered tools, techniques, and resources for building advanced data-driven applications.

3.7K
Stable
Jupyter Notebook
LLM Frameworks
Data Science
Python
#data-science#machine-learning#deep-learning

chiphuyen/python-is-cool

A collection of cool Python features and tutorials for machine learning and data science.

3.7K
Archived
Jupyter Notebook
Machine Learning
Tutorials & Courses
#python#machine-learning#data-science

SwanHubX/SwanLab

An open-source, modern-design AI training tracking and visualization tool with support for various ML frameworks.

3.6K
Active
Python
MLOps
Visualization
PyTorch
#data-science#machine-learning#model-versioning

mrdbourke/zero-to-mastery-ml

A comprehensive machine learning and data science course with Jupyter Notebook materials.

3.6K
Archived
Jupyter Notebook
Jupyter Notebook
#machine-learning#data-science#python

shashankvemuri/Finance

A comprehensive collection of 150+ Python programs for quantitative finance and stock market data analysis.

3.6K
Active
Python
Data Science
Backend Frameworks
Python
#algorithmic-trading#finance#machine-learning

ploomber/ploomber

Ploomber is a fast and versatile tool for building and deploying data pipelines that can be used with a variety of AI and ML tools.

3.6K
Experimental
Python
ETL & Pipelines
ML Ops
Python
#data-engineering#data-science#pipelines

spotify/chartify

A Python library that makes it easy for data scientists to create charts and visualizations.

3.6K
Archived
Python
Charts & Visualization
Data Visualization
#data-visualization#python#charts

ashishpatel26/Andrew-NG-Notes

Handwritten notes for Andrew Ng's Coursera Machine Learning course, a popular resource for learning AI/ML.

3.6K
Experimental
Jupyter Notebook
Tutorials & Courses
LLM Frameworks
Jupyter Notebook
#machine-learning#deep-learning#neural-networks

fastai/fastpages

An easy-to-use blogging platform with enhanced support for Jupyter Notebooks, ideal for data scientists and AI developers.

3.5K
Archived
Jupyter Notebook
Static Site Generators
Databases
Jekyll
#jupyter-notebooks#data-science#blogging

fastai/course-nlp

A code-first introduction to natural language processing (NLP) using Python and Jupyter Notebooks.

3.5K
Archived
Jupyter Notebook
NLP
Backend Frameworks
Python
#natural-language-processing#machine-learning#data-science

microsoft/tensorwatch

A powerful debugging, monitoring and visualization tool for Python Machine Learning and Data Science workflows.

3.5K
Stable
Jupyter Notebook
ML Ops
Debugging
Jupyter Notebook
#debugging#monitoring#visualization

ethen8181/machine-learning

Machine learning tutorials in Python3 for data science and deep learning

3.4K
Active
HTML
#machine-learning#python3#data-science

antonycourtney/tad

A desktop application for viewing and analyzing tabular data, with support for CSV, Parquet, and DuckDB.

3.4K
Experimental
TypeScript
Databases
Caching
TypeScript
#data-analysis#data-science#pivot-tables

MilesCranmer/PySR

High-performance symbolic regression library for Python and Julia, with support for explainable AI.

3.4K
Active
Python
Explainable AI
ML Ops
Python
#algorithm#automl#data-science

databricks/koalas

Koalas is a pandas-like API for Apache Spark, enabling data scientists to work with big data using familiar pandas syntax.

3.4K
Archived
Python
ORMs & Query Builders
Databases
Spark
#big-data#data-science#dataframe

rio-labs/rio

A pure Python web app framework that allows developers to build apps without JavaScript, HTML, or CSS.

3.4K
Active
Python
Backend Frameworks
CLI Tools
Python
#python#no-javascript#no-html-css

matheusfacure/python-causality-handbook

A light-hearted yet rigorous approach to learning about impact estimation and causality in Python.

3.3K
Stable
Jupyter Notebook
Causal Inference
Data Science
Python
#causal-inference#econometrics#data-science
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