nx

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 3 months ago

Satellite toolkit for Elixir — SGP4 propagation, coordinate transforms (0 ULP Skyfield parity), orbit determination, conjunction assessment, pass prediction, live TLE/OMM data, and real-time trac...

Updated 1 month ago

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

Updated 1 month ago

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

Updated 11 months ago

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 1 month ago

manipulating .npy in Elixir.

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 3 weeks ago

A library to make building performant RAG systems in Elixir easy

Updated about 1 year ago

Simple image classification, embedding, object detection, segmentation, background removal, captioning, and zero-shot classification for the `image` library. Powered by Bumblebee and Ortex with str...

Updated 2 days ago

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

Updated 3 weeks ago

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

Updated 4 months ago

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

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 4 months ago

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

Updated about 2 years ago

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

Updated 4 months 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 5 months ago

Develop on embedded devices with Livebook and Nerves

Updated about 1 year ago

High-performance numerical computing with Eigen backend

Updated 3 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 3 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 4 months ago

Post-processing utilities for Deep Neural Net.

Updated about 3 years ago

MLIR backend for Nx

Updated about 3 years 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 4 months ago

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

Updated 4 days ago

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

Updated about 1 year ago

NxAudio is a analogous implementation for the python torchaudio library for NX

Updated about 1 year ago

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

Updated 1 month ago

186 neural network architectures for Nx/Axon: transformers, Mamba, diffusion, GNNs, audio, robotics, and more

Updated 2 months ago

A toolkit for fuzzy logic, this library includes functions for creating fuzzy variables, sets, rules to create a Fuzzy Logic System (FLS).

Updated about 1 year ago