Develop on embedded devices with Livebook and Nerves
Explainable AI (XAI) tools for the Crucible framework. Includes LIME implementations, SHAP-like explanations, feature attribution, and mo...
Fast Non-Maximum Suppression (NMS) implementation for YOLO object detection
Pure Elixir implementation of Zarr v2 and v3: compressed, chunked, N-dimensional arrays with full Python zarr-python compatibility. Suppo...
Space Dust is an astrodynamics library written in Elixir.
Post-processing utilities for Deep Neural Net.
MLIR backend for Nx
A library to make building performant RAG systems in Elixir easy
An easy-to-use library for building, training, and deploying binary text classifiers with Axon.
A 100% faithful port of the DuckDB Python client to Elixir, using the DuckDB CLI for full API compatibility with the official Python client.
Some basic filters like Kalman filters implemented in Elixir with Nx. Largely based on a port of the excellent https://github.com/rlabbe...
Composable regularization penalties and loss functions for the Nx ecosystem
NxAudio is a analogous implementation for the python torchaudio library for NX
Generic Topological Data Analysis for Elixir
A toolkit for fuzzy logic, this library includes functions for creating fuzzy variables, sets, rules to create a Fuzzy Logic System (FLS).
Numerical integration in Elixir
Feedback collection, drift detection, and active learning for ML pipelines
HHEM hallucination detection for Elixir
Elixir wrapper for librtlsdr - interface with RTL-SDR USB devices for software-defined radio applications.
Elixir module that implements Moran's I spatial autocorrelation index for images.
Elixir vector database: collections, points (upsert/get/delete), exact k-NN (cosine, L2, dot product), optional DAZO index (HNSW-style + ...
Simple LoRA implementation for fine-tuning Axon models
Exfits provides Elixir bindings to the CFITSIO library for working with FITS (Flexible Image Transport System) files, commonly used in as...
High-performance MaxSim (Maximum Similarity) scoring using BLAS GEMM operations. Elixir bindings for the maxsim-cpu Rust library with SIM...
Series (one-dimensional) and dataframes (two-dimensional) for fast data exploration in Elixir
ExStan, a Elixir Interface to Stan, which is a platform for statistical modelling and high-performance computation.
A Elixir library for encoding and decoding text data into video frames using QR codes, with efficient retrieval capabilities.
High-performance numerical computing with Eigen backend
Image highlighting using Nx and tensors.
High-performance Bloom Filter library for Elixir with Nx tensor operations. Supports Standard, Counting, Scalable, and Learned filters wi...