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The Cloud Native AI Platform
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.
Instant Kubernetes-Native Application Observability
Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Open Source Marketplace For Developer Tools
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
AI Infra / AI Orchestration / AI Control Plane
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Accelerated deep learning R&D
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.
Elyra extends JupyterLab with an AI centric approach.
- notebooks
- notebook-jupyter
- jupyterlab
- jupyterlab-extensions
A curated list of threat modeling resources (Books, courses - free and paid, videos, tools, tutorials and workshops to practice on ) for learning Threat modeling and initial phases of security review.
- threat-modeling
- practical-devsecops
- security-review
- devsecops-university
open-appsec is a machine learning security engine that preemptively and automatically prevents threats against Web Application & APIs. This repo include the main code and logic.
Stream Processing and Complex Event Processing Engine
MLBox is a powerful Automated Machine Learning python library.
Declarative Intent Driven Platform Orchestrator for Internal Developer Platform (IDP).
Hopsworks - Data-Intensive AI platform with a Feature Store
A curated list of resources for learning about Google Cloud Platform certifications and how to prepare for it.
Upscale an image by a factor of 4, while generating photo-realistic details.
R interface for Apache Spark