nx

Sensor fusion framework for Elixir built on OTP. Poll sensors, buffer readings, fuse with weighted averaging and thresholds, and render HUD widgets (gauges, sparklines, threat indicators). Optional...

Updated 2 months ago

A pure Elixir implementation of the Leiden algorithm for community detection in networks. The Leiden algorithm improves upon the Louvain method by addressing resolution limits and ensuring well-con...

Updated 7 months ago

Convert models between Axon/ONNX

Updated about 3 years ago

Graph-based recommendation engine for Elixir. In-memory graph with temporal segmentation, Personalized PageRank, SALSA, SimilarItems and GlobalRank algorithms. Inspired by Twitter's WTF/GraphJet an...

Updated 1 month ago

Elixir vector database: collections, points (upsert/get/delete), exact k-NN (cosine, L2, dot product), optional DAZO index (HNSW-style + IVF), Nx batch re-rank, file persistence, and optional HTTP ...

Updated 5 months ago

Soothsayer is an Elixir library for time series forecasting, inspired by Facebook's Prophet and NeuralProphet.

Updated 4 months ago

Pure Elixir implementation of Zarr v2 and v3: compressed, chunked, N-dimensional arrays with full Python zarr-python compatibility. Supports chunk streaming, custom encoders, and multiple storage b...

Updated 4 weeks ago

AI-powered text-to-image and image-to-image generation for Elixir using FLUX and SDXL

Updated 5 months ago

Elixir library for interfacing with NanoDrop 1000 spectrophotometers over USB. Uses the Ocean Optics OOI protocol.

Updated 2 months ago

Opsmo is a collection of ML models for DevOps / SRE / Observability

Updated about 1 year ago

Knowledge about IEEE 1164 — the nine-value logic standard at the heart of VHDL simulation.

Updated 4 weeks ago

A library for generating plots in Elixir.

Updated about 1 year ago

A library to make building performant RAG systems in Elixir easy

Updated about 1 year ago

Fairness and bias detection library for Elixir AI/ML systems. Provides comprehensive fairness metrics, bias detection algorithms, and mitigation techniques.

Updated 6 months ago

A 100% faithful port of the DuckDB Python client to Elixir, using the DuckDB CLI for full API compatibility with the official Python client.

Updated 6 months ago

A library to convert trained decision tree models into [Nx](https://hexdocs.pm/nx/Nx.html) tensor operations.

Updated about 3 years ago

Comprehensive benchmarking framework for AI research. Measures latency, throughput, cost, and reliability with percentile analysis and Nx numerical computations.

Updated 6 months ago

Develop on embedded devices with Livebook and Nerves

Updated about 1 year ago

Idiomatic Elixir client for Chroma vector database with native Rust integration. Provides automatic embedding generation using ONNX models, matching Python ChromaDB behavior.

Updated 6 months ago

Helper for rendering 3d and 4d `Nx.Tensor` as image sequences in Livebook via VegaLite.

Updated 1 month ago

Explainable AI (XAI) tools for the Crucible framework. Includes LIME implementations, SHAP-like explanations, feature attribution, and model interpretability for local and global explanations.

Updated 6 months ago

Image highlighting using Nx and tensors.

Updated 2 months ago

MLIR backend for Nx

Updated about 3 years ago

Post-processing utilities for Deep Neural Net.

Updated about 3 years ago

A library to make building performant RAG systems in Elixir easy

Updated 6 months ago

Elixir module that implements Moran's I spatial autocorrelation index for images.

Updated 3 months ago

A collection of ONNX vision AI models with wrappers based on Ortex

Updated about 1 year ago

TensorFlow Lite from BEAM with full vendor accelerator access — Apple Neural Engine on iOS, MediaTek/Qualcomm GPU+NPU HALs on Android. Not an Nx backend — runs pre-compiled .tflite models.

Updated 1 month ago

Pure-Elixir quantum circuit simulation and quantum machine learning primitives powered by Nx.

Updated 3 months ago

Fast Non-Maximum Suppression (NMS) implementation for YOLO object detection

Updated about 1 year ago