Repository Index

The fastest path to AI-powered full stack observability, even for lean teams.

• monitoring
• docker
• kubernetes
• cncf

AI-Powered Photos App 🌈💎✨

• golang
• tensorflow
• photography
• private-cloud

Workflow Engine for Kubernetes

• workflow
• kubernetes
• argo
• dag

✍🏻 Source Code Deep Dives, System Design & Engineering Blogs | Halfrost-Field 冰霜之地：源码解析、系统设计与工程实践笔记

• ios
• objective-c
• swift
• javascript

Content aware image resize library

• seam-carving
• image-processing
• image-resize
• edge-detection

Gorgonia is a library that helps facilitate machine learning in Go.

• machine-learning
• artificial-intelligence
• neural-network
• computation-graph

Brings SQL and AI together.

• sqlflow
• sql-syntax
• ai
• transpiler

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

• kubernetes
• machine-learning
• deployment
• serving

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

• deep-learning
• machine-learning
• ml-platform
• ml-infrastructure

A well tested and comprehensive Golang statistics library package with no dependencies.

• statistics
• data
• stats
• machine-learning

Gaining advanced insights from Git repository history.

• git-analysis
• machine-learning
• tensorflow
• git

Interactive Go programming with Jupyter

• go
• golang
• jupyter-notebook-kernel
• jupyter-notebook

Self-contained Machine Learning and Natural Language Processing library in Go

• deep-learning
• machine-learning
• natural-language-processing
• neural-network

GoMLX: An Accelerated Machine Learning Framework For Go

• go
• golang
• machine-learning
• neural-network

On-line Machine Learning in Go (and so much more)

• machine-learning

The most accurate natural language detection library for Go, suitable for short text and mixed-language text

• natural-language-processing
• language-detection
• language-recognition
• language-classification

Declarative Intent Driven Platform Orchestrator for Internal Developer Platform (IDP).

• cloud-native
• devops
• kubernetes
• platform-engineering

DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration

• golang
• go
• data-science
• machine-learning

onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.

• go
• onnx
• neural-network
• open-source

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

• go
• optimization
• parallel
• machine-learning

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

• go
• golang
• natural-language-processing
• nlp

Sparse matrix formats for linear algebra supporting scientific and machine learning applications

• go
• golang
• matrix
• scientific-computing

Born is a modern ML framework for Go — train and deploy models as single binaries. Pure Go, zero CGO, GPU accelerated.

• autodiff
• automatic-differentiation
• cross-platform
• deep-learning

Go Scoring API for PMML

• golang
• pmml
• random-forest
• classification