exla

An approachable image processing library primarily based upon Vix and libvips that is NIF-based, fast, multi-threaded, pipelined and has a low memory footprint.

Updated 2 months ago

RAG (Retrieval Augmented Generation) library for Elixir

Updated 1 week ago

Hybrid Retrieval-Augmented Generation (RAG) system for multi-language codebase analysis. MCP server combining static analysis, knowledge graphs, semantic search with local ML, and advanced graph al...

Updated 1 week ago

Text analysis and processing for Elixir including ngram, language detection and more.

Updated 4 days ago

Torus bridges Ecto and PostgreSQL, simplifying building search queries.

Updated 1 month ago

An easy-to-use library for building, training, and deploying binary text classifiers with Axon.

Updated 2 weeks ago

High-performance text generation library based on nth-order Markov chains

Updated about 3 years ago

Elixir SDK for Tinker: LoRA training, sampling, and future-based workflows with telemetry and HTTP/2.

Updated 6 months 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 4 months ago

A library for object detection and seamless YOLO model integration in Elixir

Updated about 1 year ago

Semantic similarity testing for Elixir with the wave operator <~>

Updated 1 week ago

HHEM hallucination detection for Elixir

Updated 6 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 10 months ago

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

Updated 1 week ago

ColBERT-style neural retrieval for Elixir

Updated 1 week 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 months ago

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

Updated about 2 years ago

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

Updated 6 months ago

Native Elixir reinforcement learning: Gymnasium-like environments and classical trainers, with a Mix CLI for experiments.

Updated 2 weeks ago

Membrane plugin for OpenAI's Whisper model

Updated 2 months ago

Elixir-native text embeddings via Ortex + Tokenizers with FastEmbed-compatible model registry

Updated 6 months ago

Speech surface for Raxol. TTS reads accessibility announcements aloud, STT captures voice input via Bumblebee/Whisper and injects as events.

Updated 2 weeks ago

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

Updated 7 months ago

AI Elixir convenience package to install Bumblebee, Nx, Explorer, Scholar, Image, Torch, Tensorflow etc. Inspired by npm -i ai

Updated about 2 years ago

Image highlighting using Nx and tensors.

Updated 5 months ago

Reinforcement Learning built with Nx

Updated about 3 years ago

Bio inspired algorithms using Elixir

Updated about 1 year ago

IREE compiler and runtime facilities for Nx

Updated about 1 year ago

Semantic memory for Elixir — retain, recall, reflect. An Elixir port of Vectorize's Hindsight (MIT), measured at statistical parity.

Updated 2 weeks ago

High-performance Bloom Filter library for Elixir with Nx tensor operations. Supports Standard, Counting, Scalable, and Learned filters with EXLA/GPU acceleration.

Updated 10 months ago