Verteego / Vds

A convention over configuration workflow orchestrator. Develop locally (Jupyter or your favorite editor), deploy to Airflow or Kubernetes.

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Association Rule Mining from Spatial Data for Crime Analysis

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

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

An open-source plotting library for statistical data.

Out-of-box Data Science / AI platform | AI/数据科学的瑞士军刀

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

cuDF - GPU DataFrame Library

An intro to Python & programming for wanna-be data scientists

Temporary home for fastai v2 while it's being developed

H2O.ai Machine Learning Interpretability Resources

All-in-one AI container for rapid prototyping

Ways of doing Data Science Engineering and Machine Learning in R and Python

Production Data Science: a workflow for collaborative data science aimed at production

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

A new kind of IDE for Data Science.

Create a dashboard with python!

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana