37 Repositories
Rust approximate-bayesian-inference Libraries
Infer a JSON schema from example data, produce nonsense synthetic data (drivel) according to the schema
drivel drivel is a command-line tool written in Rust for inferring a schema from an example JSON (or JSON lines) file, and generating synthetic data (
Efficent platform for inference and serving local LLMs including an OpenAI compatible API server.
candle-vllm Efficient platform for inference and serving local LLMs including an OpenAI compatible API server. Features OpenAI compatible API server p
LLaMA2 port for Rust inspired by llama2.c
llama2-rs LLaMA2 port for Rust inspired by llama2.c. TODOs: Implement loading of the model Implement forward pass Implement generation Implement token
`dfx new --type=rust` + burn-rs MNIST web inference example
ic-mnist The frontend provides a canvas where users can draw a digit. The drawn digit is then sent to the backend canister running burn-rs for inferen
An interactive Bayesian Probability Calculator CLI that guides users through updating beliefs based on new evidence.
Bayesian Probability Calculator CLI Welcome to the Bayesian Probability Calculator CLI! This command-line tool is designed to help you update your bel
LLaMa 7b with CUDA acceleration implemented in rust. Minimal GPU memory needed!
LLaMa 7b in rust This repo contains the popular LLaMa 7b language model, fully implemented in the rust programming language! Uses dfdx tensors and CUD
Run LLaMA inference on CPU, with Rust ๐ฆ๐๐ฆ
LLaMA-rs Do the LLaMA thing, but now in Rust ๐ฆ ๐ ๐ฆ Image by @darthdeus, using Stable Diffusion LLaMA-rs is a Rust port of the llama.cpp project. Th
Rust+OpenCL+AVX2 implementation of LLaMA inference code
RLLaMA RLLaMA is a pure Rust implementation of LLaMA large language model inference.. Supported features Uses either f16 and f32 weights. LLaMA-7B, LL
Run LLaMA inference on CPU, with Rust ๐ฆ๐๐ฆ
LLaMA-rs Do the LLaMA thing, but now in Rust ๐ฆ ๐ ๐ฆ Image by @darthdeus, using Stable Diffusion LLaMA-rs is a Rust port of the llama.cpp project. Th
An approximate K-NN written in Rust.
small_knn This library is an approximate K-nearest neighbor search based on Hierarchical Navigable Small World (https://arxiv.org/pdf/1603.09320.pdf).
pyke Diffusers is a modular Rust library for optimized Stable Diffusion inference ๐ฎ
pyke Diffusers is a modular Rust library for pretrained diffusion model inference to generate images, videos, or audio, using ONNX Runtime as a backen
Using OpenAI Codex's "davinci-edit" Model for Gradual Type Inference
OpenTau: Using OpenAI Codex for Gradual Type Inference Current implementation is focused on TypeScript Python implementation comes next Requirements r
Rust-port of spotify/annoy as a wrapper for Approximate Nearest Neighbors in C++/Python optimized for memory usage.
Fareast This library is a rust port of spotify/annoy , currently only index serving is supported. It also provides FFI bindings for jvm, dotnet and da
A statically-typed, interpreted programming language, with generics and type inference
Glide A programming language. Currently, this includes: Static typing Generics, with monomorphization Type inference on function calls func identityT
A neural network model that can approximate any non-linear function by using the random search algorithm for the optimization of the loss function.
random_search A neural network model that can approximate any non-linear function by using the random search algorithm for the optimization of the los
Rust-port of spotify/annoy as a wrapper for Approximate Nearest Neighbors in C++/Python optimized for memory usage.
Rust-port of spotify/annoy as a wrapper for Approximate Nearest Neighbors in C++/Python optimized for memory usage.
Wonnx - a GPU-accelerated ONNX inference run-time written 100% in Rust, ready for the web
Wonnx is a GPU-accelerated ONNX inference run-time written 100% in Rust, ready for the web. Supported Platforms (enabled by wgpu) API Windows Linux &
Quantogram - Approximate Quantile calculation using Histograms
Quantogram - Approximate Quantile calculation using Histograms A library for Estimating Online Quantiles of Streams Quantogram accepts a stream of flo
An implementation of a predicative polymorphic language with bidirectional type inference and algebraic data types
Vinilla Lang Vanilla is a pure functional programming language based on System F, a classic but powerful type system. Merits Simple as it is, Vanilla
Rust wrappers for NGT approximate nearest neighbor search
ngt-rs โ Rust wrappers for NGT, which provides high-speed approximate nearest neighbor searches against a large volume of data. Note that NGT will be
A simple bayesian spam classifier written in Rust.
bayespam A simple bayesian spam classifier. About Bayespam is inspired by Naive Bayes classifiers, a popular statistical technique of e-mail filtering
Program implementing the approximate version of DBSCAN introduced by Gan and Tao
appr_dbscan_rust Rust implementation of the approximate version of DBSCAN introduced by Gan and Tao in this paper Notice An upated version of this lib
Image search example by approximate nearest-neighbor library In Rust
rust-ann-search-example Image search example by approximate nearest-neighbor library In Rust use - tensorflow 0.17.0 - pretrain ResNet50 - hora (Ru
"Algorithms for approximate string matching" in Rust, with Python bindings.
ukkonen Implementation of a bounded Levenshtein distance by Esko Ukkonen in "Algorithms for approximate string matching" in Rust, with Python bindings
A fusion of OTP lib/dialyzer + lib/compiler for regular Erlang with type inference
Typed ERLC The Problem I have a dream, that one day there will be an Erlang compiler, which will generate high quality type-correct code from deduced
Webassembly binding for Hora Approximate Nearest Neighbor Search Library
hora-wasm [Homepage] [Document] [Examples] [Hora] Javascript bidding for the Hora Approximate Nearest Neighbor Search, in WebAssembly way. Features Pe
๐ efficient approximate nearest neighbor search algorithm collections library written in Rust ๐ฆ .
๐ efficient approximate nearest neighbor search algorithm collections library written in Rust ๐ฆ .
Qdrant - vector similarity search engine with extended filtering support
Vector Similarity Search Engine with extended filtering support Qdrant (read: quadrant ) is a vector similarity search engine. It provides a productio
Graph-based Approximate Nearest Neighbor Search
granne* granne (graph-based retrieval of approximate nearest neighbors) is a Rust library for approximate nearest neighbor search based on Hierarchica
HNSW ANN from the paper "Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs"
hnsw Hierarchical Navigable Small World Graph for fast ANN search Enable the serde feature to serialize and deserialize HNSW. Tips A good default for
Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference
Sonos' Neural Network inference engine. This project used to be called tfdeploy, or Tensorflow-deploy-rust. What ? tract is a Neural Network inference
Orkhon: ML Inference Framework and Server Runtime
Orkhon: ML Inference Framework and Server Runtime Latest Release License Build Status Downloads Gitter What is it? Orkhon is Rust framework for Machin
Instance Distance is a fast pure-Rust implementation of the Hierarchical Navigable Small Worlds paper
Fast approximate nearest neighbor searching in Rust, based on HNSW index
Snips NLU rust implementation
Snips NLU Rust Installation Add it to your Cargo.toml: [dependencies] snips-nlu-lib = { git = "https://github.com/snipsco/snips-nlu-rs", branch = "mas
Orkhon: ML Inference Framework and Server Runtime
Orkhon: ML Inference Framework and Server Runtime Latest Release License Build Status Downloads Gitter What is it? Orkhon is Rust framework for Machin
Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference
Sonos' Neural Network inference engine. This project used to be called tfdeploy, or Tensorflow-deploy-rust. What ? tract is a Neural Network inference
A static, type inferred and embeddable language written in Rust.
gluon Gluon is a small, statically-typed, functional programming language designed for application embedding. Features Statically-typed - Static typin