1. base64

    encodes and decodes base64 as bytes or utf8

    v0.22.1 38.1M #base64-encode #utf-8 #decode #encode
  2. goblin

    An impish, cross-platform, ELF, Mach-o, and PE binary parsing and loading crate

    v0.10.4 2.5M #pe-binary #archive #pe
  3. num_enum

    Procedural macros to make inter-operation between primitives and enums easier

    v0.7.5 8.0M #convert #ffi #safe #safe-ffi #enums
  4. priority-queue

    A Priority Queue implemented as a heap with a function to efficiently change the priority of an item

    v2.7.0 848K #priority #queue
  5. etherparse

    parsing & writing a bunch of packet based protocols (EthernetII, IPv4, IPv6, UDP, TCP ...)

    v0.19.0 336K #udp #tcp #ipv6 #vlan #ipv4
  6. rust-s3

    working with AWS S3 and compatible object storage APIs

    v0.37.1 268K #amazon-s3 #min-io #wasabi #r2 #gcp
  7. bpaf

    Command Line Argument Parser with parser combinators

    v0.9.20 275K #arguments-parser #arguments-cli-parser #parser
  8. ldap3

    Pure-Rust LDAP Client

    v0.12.1 162K #ldap-client #ldap #tokio #async #client
  9. bendy

    encoding and decoding bencode with enforced canonicalization rules

    v0.6.1 18K #bencode #bittorrent #deserialize
  10. npyz

    NumPy file format (de-)serialization. Fork of outdated npy-rs.

    v0.8.4 278K #numpy-file-format #npy #numpy
  11. tun-rs

    Cross-platform TUN and TAP library

    v2.7.6 11K #tun-tap #vpn #network-interface #tap
  12. smartcore

    Machine Learning in Rust

    v0.4.8 20K #machine-learning #linear-algebra #optimization #statistical
  13. dhcproto

    A DHCP parser and encoder for DHCPv4/DHCPv6. dhcproto aims to be a functionally complete DHCP implementation.

    v0.14.0 19K #dhcp #dhcpv4 #dhcpv6
  14. vaultrs

    An asynchronous Rust client library for the Hashicorp Vault API

    v0.7.4 757K #hashicorp-vault #vault-api #vault-client #api-client #api
  15. matrix-sdk-crypto

    Matrix encryption library

    v0.16.0 7.4K #matrix-chat #ruma #messaging #nio
  16. dittolive-ditto

    Ditto is a peer to peer cross-platform database that allows mobile, web, IoT and server apps to sync with or without an internet connection

    v5.0.0-experimental-sdk-cmd-logging.1 14K #distributed-database #bluetooth #sdk #database
  17. bio-seq

    Bit packed and well-typed biological sequences

    v0.14.8 1.1K #genomics #bioinformatics #dna-sequence #k-mer #dna #bio
  18. bevy_easings

    Easing plugin for Bevy

    v0.17.1 2.3K #bevy-plugin #bevy-animation #easing #easing-animation #animation #bevy
  19. sqlx-adapter

    Sqlx adapter for casbin-rs

    v1.8.0 4.8K #sqlite #sqlx #mysql #casbin-rs-adapter #postgresql #database-adapter #load-save #async-database
  20. git-delta

    A syntax-highlighting pager for git

    v0.18.2 2.0K #git-diff #line-numbers #terminal-colors #diff-merge #pager #unified-diff #syntax-highlighting-color-themes #git-blame #grep #hyperlink
  21. nacos-sdk

    Nacos client in Rust

    v0.5.3 2.0K #service-discovery #microservices #configuration-management #naming
  22. roughenough

    A Roughtime secure time sync server and client written in Rust

    v1.3.0-draft14 1.5K #time-synchronization #time-sync #roughtime #cryptography
  23. ateam

    that helps optimize the code review process

    v1.0.10 1.9K #pull-request #code-review #command-line #cli-github #github-cli
  24. yew

    A framework for creating reliable and efficient web applications

    v0.22.0 147K #web-apps #webasm #javascript
  25. varpro

    A straightforward nonlinear least-squares fitting library which uses the Variable Projection algorithm

    v0.14.0 2.7K #least-squares-fitting #least-squares #fitting #regression #non-linear
  26. spyrun

    File watcher and command executor

    v2.3.0 950 #file-watcher #command-executor #file-watch #run-command #config-file #debounce #throttling #follow-symlinks #min-depth #cmd
  27. dlt_parse

    parsing the "Diagnostic Log and Trace" network protocol (currently without payload interpretation)

    v0.10.1 #packet-parser #dlt #autosar
  28. classic-mceliece-rust

    Pure rust implementation of the PQC scheme Classic McEliece

    v3.1.0 4.3K #post-quantum-cryptography #cryptography #decoding
  29. s3sync

    Reliable, flexible, and fast synchronization tool for S3

    v1.54.1 120 #amazon-s3 #aws #sync #amazon #s3
  30. scirs2-neural

    Neural network building blocks module for SciRS2 (scirs2-neural) - Minimal Version

    v0.1.0-rc.4 500 #artificial-intelligence #neural-network #deep-learning #scientific #machine-learning
  31. gguf-utils

    handling gguf files

    v0.4.1 600 #gguf #llama-cpp #ggml
  32. jiff

    A date-time library that encourages you to jump into the pit of success. This library is heavily inspired by the Temporal project

    v0.2.17 6.6M #timezone #date-time #calendar-duration #calendar
  33. micromap

    The fastest alternative to HashMap, for maps smaller than 20 keys

    v0.1.0 5.7K #memory-map #hash-map #fastest
  34. lsp-textdocument

    A LSP text documents manager that map of text document

    v0.4.2 30K #document-text #manager #lsp #coordinates #lsp-client #notifications
  35. updatehub-package-schema

    UpdateHub Packages metadata schemas

    v2.1.5 650 #update-hub #embedded #firmware-updates #embedded-devices #package-metadata #embedded-linux #linux-based #embedded-firmware #over-the-air #fota
  36. yaxpeax-x86

    x86 decoders for the yaxpeax project

    v2.0.0 14K #x86-64 #instruction-decoder #instruction-set #yaxpeax #extension #instructions-set-extension #yaxpeax-arch
  37. tensor-tools

    Minimalist ML framework

    v0.9.0-alpha.5 600 #safetensors #tensor #machine-learning
  38. embed_anything

    Embed anything at lightning speed

    v0.6.5 480 #embedding-model #onnx #vector-database #text-embedding #memory-safe #information-retrieval #bert #pdf #chunking #audio
  39. stasis

    A lightweight, Feature Rich Wayland idle manager written in Rust

    v0.8.5 #idle #wayland #manager #rust
  40. orion-error

    Struct Error for Large Project

    v0.5.5 310 #error-handling #utilities #error
  41. alignoth

    creating alignment plots from bam files

    v1.4.1 #plot #vega-lite #html #alignment #stdout #bam-file #wizard #visualized
  42. lakers

    EDHOC (RFC 9528)

    v0.8.0 4.9K #edhoc #protocols #iot #security-protocols #security #no-alloc
  43. netem-trace

    generating network emulation trace

    v0.4.4 #model #emulation #utility #networking #trace
  44. salvo-cli

    Cli for the Salvo web framework, creates clean, easy-to-read code, saving you time for the more enjoyable aspects of life

    v0.3.0 #web-framework #cli #template
  45. zawk

    An efficient Awk-like language implementation by Rust with stdlib

    v0.5.25 #awk #csv-tsv #tsv #stdlib #csv #etl
  46. gravityfile

    A state-of-the-art file system analyzer with TUI

    v0.2.1 #tui #disk #analyzer #disk-usage #usage
  47. aha

    aha model inference library, now supports Qwen2.5VL, MiniCPM4, VoxCPM, Qwen3VL, DeepSeek-OCR, Hunyuan-OCR, PaddleOCR-VL, VoxCPM1.5, RMBG2.0

    v0.1.6 #model-inference #qwen2 #deepseek-ocr #save-dir #attention #candle
  48. scirs2-linalg

    Linear algebra module for SciRS2 (scirs2-linalg)

    v0.1.0-rc.6 8.7K #matrix #scipy #scientific
  49. labelmaker

    Create & enforce sets of labels in GitHub repositories

    v0.6.3 #github-repository #github-labels
  50. google-cloud-rust-raw

    A set of client libraries to interact with various Google Cloud Platform services

    v0.17.1-beta.3 1.5K #google-cloud #protobuf #google-service #cloud-platform #client #google-api #google-cloud-api
  51. bevy_defer

    asynchronous runtime for executing async coroutines

    v0.15.1 400 #async-runtime #bevy #defer
  52. many_cpus

    Efficiently schedule work and inspect the hardware environment on many-processor systems

    v1.1.0 480 #memory-region #cpu #os #multi-processor #hardware-aware
  53. mad-useful

    A multi-tool utility for file operations and text processing

    v0.2.0 #static-analysis #complexity-analysis #file-ownership #codebase #git #git-history-analysis #author #file-utility #density #mad
  54. candle-flash-attn

    Flash attention layer for the candle ML framework

    v0.9.2-alpha.2 600 #machine-learning #tensor
  55. cluFullTransmute

    Extended, no-constraint type transmutation API, featuring safe checks and const-ready logic

    v1.4.1 650 #clufulltransmute #transmute #type-conversion #clucompany #memory
  56. lapce-xi-rope

    A generic rope data structure built on top of B-Trees

    v0.4.0 2.2K #rope #text-editors #b-tree #data-structures #back-end #tree-structure
  57. oxidizr

    A Rust-based LLM training framework built on Candle

    v0.1.0-beta1 #llm #training #machine-learning #mamba #transformer
  58. p7m-phone

    API for managing phone services This is the API of the service at P7M that manages phone services. Attention: this API will probably still change a lot in the future, it’s not at all stable yet

    v0.7.1 550 #queue-api #api-service #caller #phone-number #delete #alarm #block-id #block-api #p7m #attention
  59. quantrs2-ml

    Quantum Machine Learning module for QuantRS2

    v0.1.0-beta.3 #quantum-computing #quantum-machine-learning #machine-learning #data-science #artificial-intelligence
  60. tenflowers-neural

    Neural network layers, models and training APIs for TenfloweRS

    v0.1.0-alpha.2 #neural-network #machine-learning #autograd #gpu
  61. dotenvx-rs

    Dotenvx is a Rust command-line/library to encrypt your .env files - limiting their attack vector while retaining their benefits

    v0.4.28 #env-file #dotenv #vault #secret
  62. iyes_perf_ui

    Customizable Performance/Debug Overlay for Bevy UI

    v0.5.0 1.5K #bevy-ui #performance #ui-widget #bevy
  63. instance-copy-on-write

    A MT-safe copy-on-write implementation for the data structures

    v0.7.0 #copy-on-write #mutex #cow
  64. bfom

    Brendan's Flavor of Markdown: I'll build my own markdown format, what could go wrong?

    v0.1.47 1.5K #markdown-flavor #markdown
  65. metal-candle

    Production-quality Rust ML crate for Apple Silicon - LoRA training, inference, and text generation using Candle with Metal backend

    v1.3.0 #apple-silicon #machine-learning #metal #lora
  66. bitnet-core

    Core BitNet implementation with fundamental data structures and algorithms

    v1.0.0 1.3K #memory-pool #performance-monitoring #quantization #neural-network
  67. ruvllm-esp32

    Tiny LLM inference for ESP32 microcontrollers with INT8/INT4 quantization, multi-chip federation, RuVector semantic memory, and SNN-gated energy optimization

    v0.3.2 #inference #esp32 #llm-inference #llm
  68. kill_tree

    🌳 Kill Tree is a library designed to terminate a specified process and all its child processes recursively, operating independently of other commands like kill or taskkill

    v0.2.4 8.9K #process-tree #kill-process #terminate #taskkill #tree-kill
  69. ronky

    way to export Rust definitions to Arri types

    v1.1.28 #arri #schema
  70. rustyml

    A high-performance machine learning & deep learning library in pure Rust, offering statistical utilities, ML algorithms, and future support for transformer architectures

    v0.9.0 #deep-learning #artificial-intelligence #machine-learning #machine-learning-ml
  71. ct2rs

    Rust bindings for OpenNMT/CTranslate2

    v0.9.14 #whisper #bindings #llm #ctranslate2
  72. polyline

    Encoder and decoder for the Google Encoded Polyline format

    v0.11.0 6.4K #gis #geo
  73. iscsi-client-rs

    A pure-Rust iSCSI initiator library and CLI

    v0.0.8 #iscsi #initiator #storage #async #client
  74. cu29-log

    part of the text logging runtime for Copper. It cannot be used independently from the copper project.

    v0.11.0 950 #robotics #copper #real-time
  75. rust_di

    DI — Dependency Injection for Rust

    v2.3.0 460 #task-local #scoped #singleton #transient
  76. train-station

    A high-performance, PyTorch inspired, zero dependency Rust machine learning library

    v0.3.0 600 #automatic-differentiation #machine-learning #neural-network #zero-dependency
  77. ftlog

    An asynchronous logging library for high performance

    v0.2.15 650 #logging #async-logging
  78. tracing-profile

    A span based profiler, utilizing the tracing crate

    v0.10.11 240 #metrics #profiling #tracing #tracing-metrics
  79. ssd

    A service and data description format + a code generator based on rhai scripts and templates

    v0.23.0 #service-description #codegen #template-engine #handlebars #script-file #file-generator #rhai #data-format-parser #tera #datatype
  80. pwrzv

    A Rolls-Royce–inspired performance reserve meter for Linux and macOS systems

    v0.6.2 340 #performance-monitoring #linux #macos #system-monitoring #monitoring
  81. pgfs

    FUSE filesystem backed by a postgres database

    v0.1.3 #postgresql #fuse #filesystem
  82. redges

    A radial edge is a data structure for topological operations

    v0.3.0 600 #vertices #half-edge #radial #geometry #operation #data-structures #topology #topological-data #uvs #destructive
  83. encoderfile

    Distribute and run transformer encoders with a single file

    v0.2.1 #transformer-encoder #model-context-protocol #classification #sequence-classification #distribute #onnx #embedding #mcp #mcp-server #grpc-server
  84. mdbook-repl

    based mdbook preprocessor that allows you to execute code in your mdbook without any server. Python, Typescript, Javascript etc.

    v0.2.8 500 #mdbook #repl #mdbook-plugins #plugin
  85. cardamum

    CLI to manage contacts

    v0.1.0 #webdav #card-dav #address-book #contact
  86. ruvector-postgres

    High-performance PostgreSQL vector database extension - pgvector drop-in replacement with 53+ SQL functions, SIMD acceleration, local embedding generation, hyperbolic embeddings, GNN layers…

    v0.2.6 #vector-database #hnsw #vector-embedding #pgvector #embedding
  87. icon-to-image

    Fast icon font to image renderer with Python bindings

    v0.1.6 #webp #icons #python-bindings #image #font-awesome #background-color #rgb #brand #save-file #rgb-hex
  88. gtd-mcp

    A Model Context Protocol (MCP) server for GTD (Getting Things Done) task management

    v0.8.0 #model-context-protocol #gtd #mcp #productivity
  89. ruvector-sona

    Self-Optimizing Neural Architecture - Runtime-adaptive learning for LLM routers with two-tier LoRA, EWC++, and ReasoningBank

    v0.1.4 #lora #llm #neural #adaptive
  90. inori

    mpd client

    v0.2.5 550 #music #mpd-client #mpd
  91. overengineered_hkts

    Expiremental crate of higher-kinded types integrated with lifetimes and matching function types and optional cloning and supporting no_std

    v0.1.1 #transmute #one-of #no-std #hkt
  92. amari-fusion

    Fusion system for combining algebraic structures

    v0.14.0 #fusion-system #math #algebraic-structures #category-theory #composition
  93. quic-reverse

    Reverse-initiated, multiplexed services over QUIC

    v0.1.2 #multiplexing #networking #reverse-tunnel
  94. ruvector-gnn

    Graph Neural Network layer for Ruvector on HNSW topology

    v0.1.25 300 #graph-database #neural-network #vector-database #ruvector #hnsw #vector-search #gnn #topology #embedding #similarity-search
  95. micro-hnsw-wasm

    Neuromorphic HNSW vector search with spiking neural networks - 11.8KB WASM for edge AI, ASIC, and embedded systems. Features LIF neurons, STDP learning, winner-take-all, dendritic computation.

    v2.3.0 #vector-search #hnsw #hnsw-vector-search #neuromorphic #snn #wasm
  96. badi-date

    dates for the Badí' (Bahá’í) calendar and conversions between Badí' and Gregorian dates

    v0.2.6 550 #calendar #localization #badi #bahai #calendar-date
  97. amari-tropical

    Tropical (max-plus) algebra implementation

    v0.14.0 #math #max-plus #tropical-algebra #semiring #optimization
  98. twelf

    configuration solution for Rust including 12-Factor support. It is designed with layers in order to configure different sources and formats to build your configuration. The main goal…

    v0.15.0 10K #config #settings #env
  99. realizar

    Pure Rust ML inference engine built from scratch - model serving for GGUF and safetensors

    v0.3.0 #gguf #model-serving #machine-learning #transformer
  100. anda_engine

    Agents engine for Anda -- an AI agent framework built with Rust, powered by ICP and TEEs

    v0.8.2 2.7K #artificial-intelligence #icp #tee #ai-agent
  101. discord-rich-presence

    cross-platform crate for interfacing with Discord's IPC

    v1.0.0 8.0K #rich-presence #discord #ipc
  102. gulagcleaner_rs

    Ad removal tool for PDFs

    v0.16.4 1.6K #pdf #wuolah #studocu #stucleaner
  103. cargo-build

    Wrapper around cargo instructions accesible in build.rs with better type safety and support for modern features. Includes functions by default. Macros are optional, but do provide…

    v1.0.0 300 #macro #config-macro #link #no-alloc #config
  104. mdbook-theme

    A preprocessor and a backend to config theme for mdbook, especially creating a pagetoc on the right and setting full color themes from the offical ace editor

    v0.1.6 500 #themes #rust-book #ace #markdown
  105. llms-from-scratch-rs

    Rust (candle) code for Build a LLM From Scratch by Sebastian Raschka

    v0.1.5 650 #llm #machine-learning #gpt
  106. gguf-rs

    GGUF file parser

    v0.1.5 500 #llama #parser #llm #gpt
  107. dz6

    A vim-inspired, TUI-based hexadecimal editor

    v0.4.1 #hex-editor #reverse-engineering #elf #pe
  108. claude-codes

    A tightly typed Rust interface for the Claude Code JSON protocol

    v0.3.0 340 #claude #protocols #json #api
  109. arduino-report-size-deltas

    Post a comment on the pull request with a report about the change in memory usage of Arduino sketches

    v1.0.4 #github-actions #arduino #comments #sketch #report #github-token #ci
  110. burn-store

    Storage and serialization infrastructure for Burn

    v0.20.0-pre.6 6.7K #deep-learning #serialization #machine-learning #storage
  111. kaiba-server

    Kaiba API Server - HTTP API and infrastructure adapters

    v0.2.1 #web-api #prompt #kaiba #system-prompt #rei #memories #tei #execution-environment #claude #qdrant
  112. rust-research-mcp

    A Model Context Protocol (MCP) server for accumulating and organizing academic knowledge

    v0.6.7 950 #model-context-protocol #academic-paper #research-paper #mcp #knowledge
  113. world_cup_simulator

    A comprehensive FIFA World Cup simulator with regional qualifiers, group stage draw, and knockout rounds

    v0.1.0 #simulation #sport #football #soccer #worldcup
  114. rustnn

    W3C WebNN implementation with ONNX, CoreML, and TensorRT backends [DO NOT USE IN PRODUCTION - Development Release]

    v0.5.1 #onnx #tensor-rt #neural-network #webnn #coreml
  115. omega-core

    Core types and traits for ExoGenesis Omega universal intelligence orchestration system

    v1.1.0 #memory #neural #cognitive #intelligence #ai
  116. mssql-codec

    Async TDS packet framing and codec for SQL Server

    v0.3.0 #sql-server #codec #framing #async
  117. egui_tool_windows

    Floating tool windows for egui that can be used in containers, like resize, scroll-area, frame, etc

    v0.3.0 #windows #gui-widgets #egui #floating
  118. ruvector-attention

    Attention mechanisms for ruvector - geometric, graph, and sparse attention

    v0.1.0 #vector-search #transformer #gnn #machine-learning #attention
  119. codec-eval

    Image codec comparison and evaluation library

    v0.2.0 #image-codec #pixel #quality-metrics #compare #ssimulacra2 #dssim #statistics #butteraugli
  120. timberio/file-source

    A high-performance observability data pipeline

    GitHub 0.1.0 #data-pipeline #vector #observability #vec #metrics #logs #performance
  121. trustformers-wasm

    WebAssembly bindings for TrustformeRS transformer library

    v0.1.0-alpha.1 #transformer-models #deployment #machine-learning #wasm
  122. tokrepr

    Turn Rust instances into token representations

    v0.1.1 7.5K #instance #turn #wgsl #token #proc-macro #data-structures #user-defined #wesl #that-represents #assist
  123. omega-runtime

    Production runtime orchestrator integrating all ExoGenesis Omega subsystems with health monitoring

    v1.1.0 #memory #cognitive #intelligence #neural
  124. xavier

    lightweight and versatile XML parsing library designed to streamline the process of handling XML data with ease and efficiency

    v0.1.7 1.2K #xml-parser #xml #xml-data
  125. wbi-rs

    + CLI to fetch, store, visualize, and summarize World Bank indicator data

    v0.1.10 290 #plot #data-science #worldbank #science
  126. decaf377

    A prime-order group designed for use in SNARKs over BLS12-377

    v0.10.1 16K #arkworks #zero-knowledge-proofs #bls12-377 #prime-order #decaf #edwards-curve
  127. ds-r1-rs

    A DeepSeek R1-inspired reasoning model prototype in Rust

    v0.1.1 #deepseek #nlp #ml #reasoning #transformer
  128. yek

    serialize a repository into chunks of text files

    v0.22.1 550 #git #git-repository #serialization #text-chunks #repository
  129. mambo_map

    lightweight, simple, minimally blocking multithreaded hashtable

    v0.1.21 #hash-map #multi-threading #simple
  130. entrenar

    Training & Optimization library with autograd, LoRA, quantization, and model merging

    v0.3.0 1.0K #quantization #neural-network #lora #machine-learning #autograd
  131. node-bindgen

    easy way to write nodejs module using rust

    v6.1.0 #nodejs #node-module #js-module #write #async #napi
  132. rkllm-rs

    rkllm rust ffi binding

    v0.1.13 #bindings #config #rk3588 #attention #cross #artificial-intelligence
  133. kaiba

    domain library - Core types and interfaces for AI persona system

    v0.2.1 #artificial-intelligence #persona #prompt #rei #memories #tei #llm #authorization #core-types #claude
  134. implied-bounds

    Make all the bounds of a trait definition be implied through a helper trait and macro attribute

    v0.1.0 24K #traits #entailed #imply #implied
  135. instmodel_inference

    High-performance neural network inference library with instruction-based execution

    v0.6.0 #inference #neural-network #deep-learning #machine-learning
  136. files_to_llm

    A CLI to parse your directory files contents to clipboard or an output file in order to simplify the work with LLMs

    v0.1.2 110 #file-content #output-file #llm #parser #clipboard #cli-parser #gitignore
  137. cand

    Beautiful embedded-first Rust logging library for ESP32 to servers with colorful output and zero-panic design

    v0.3.2 #logging #esp32 #embedded
  138. bitnet-benchmarks

    Comprehensive benchmarking suite for BitNet implementation

    v1.0.0 1.0K #benchmark #neural-network #bitnet #performance
  139. just-mcp

    Production-ready MCP (Model Context Protocol) server for Justfile integration

    v0.1.1 #justfile #llm #build-tool #mcp #automation
  140. pytauri

    Tauri binding for Python through Pyo3

    v0.8.0 380 #tauri-plugin #python-bindings #pyo3 #webview #standalone
  141. egui_deferred_table

    An egui table, where the number of rows/columns is deferred

    v0.1.7 #data-table #gui-widgets #egui
  142. melodium

    Flow-oriented language & tool, focusing on treatments applied on data, allowing high scalability and massive parallelization safely

    v0.9.1 #scalability #dataflow-parallelization #signal #async #dataflow #async-signal
  143. memvid-rs

    High-performance QR code video encoding for text storage and semantic retrieval

    v1.2.0 #artificial-intelligence #video #video-encoding #search #qr
  144. catlock

    Defend keyboard against your cat

    v0.1.8 #cats #security #nyan #neko
  145. synfx-dsp

    DSP real time audio synthesis, effect algorithms and utilities for Rust

    v0.5.6 #real-time-audio #audio-synthesis #dsp #audio #music #music-synthesis
  146. mdbook-alerts

    mdBook preprocessor to add GitHub Flavored Markdown's Alerts to your book

    v0.8.0 1.9K #mdbook #markdown #github
  147. minbin

    Minimal, manual, no-std, zero-dependency, big-endian binary serialization

    v0.1.1 #binary-encoding #serialization #manual #no-std #binary
  148. diffai

    AI/ML model diff CLI - PyTorch, Safetensors, NumPy, MATLAB comparison

    v0.4.1 #safetensors #diff #ml #pytorch
  149. ux-primitives

    Graphics Primitives for Angular Rust

    v0.2.2 100 #color-space #color-conversion #canvas
  150. osm-io

    Read and write OSM data

    v0.2.2 #openstreetmap #osm #map #geo
  151. llm-security

    Comprehensive LLM security layer to prevent prompt injection and manipulation attacks

    v0.1.0 #llm #prompt-injection #security #gpt #llm-prompt
  152. tokio-splice2

    splice(2) in tokio

    v0.3.2 460 #splice #pipe #async
  153. nanogpt

    Nanochat in Rust

    v0.1.0 #embedding #gpt #llm
  154. getargs

    A truly zero-cost argument parser

    v0.5.0 2.0K #arguments-parser #cli-argument-parser #parse
  155. r3bl_analytics_schema

    Support crate for r3bl-cmdr, r3bl-base

    v0.0.3 120 #developer-productivity #r3bl #parallel #app #syntax-highlighting #command-line-utility #tui-framework #command-line-tool #concurrency #css
  156. ezlua

    Ergonomic, efficient and Zero-cost rust bindings to Lua5.4

    v0.5.4 1.2K #lua-bindings #lua #lua-scripting #async
  157. mdbook-lang

    A mdbook preprocessor enables multiple programming languages playground

    v0.1.2 110 #mdbook #playground #multi-language #language-server #pre-processor
  158. cubek-random

    CubeK: Random Number Generation

    v0.1.0-pre.1 #random #cube-k #kernel #cubecl #multi-platform #bernoulli
  159. img2raw-tools

    Convert images to raw pixel data

    v0.5.0 #convert-images #pixel #image #color-space #pixel-data #img2raw #hdr
  160. turso_ext

    Limbo extensions core

    v0.4.0-pre.19 38K #extension #turso #virtual-table #wasm #sqlite #vfs #database-extension #extension-api #sql #limbo
  161. omega-meta-sona

    Self-Optimizing Neural Architecture (META-SONA) with evolutionary search and fitness evaluation

    v1.1.0 #memory #cognitive #intelligence #neural
  162. connector_arrow

    Load data from databases to Apache Arrow, the fastest way

    v0.9.0 1.6K #apache-arrow #database-client #database-connector #rusqlite #data-store #fastest #arrow-format
  163. micro_metrics

    Performance monitoring and metrics collection for micro-neural networks

    v0.2.0 #performance-monitoring #metrics-monitoring #neural-network #network-monitoring
  164. lrzcc

    Rust client library for the LRZ-specific features of the Openstack-based LRZ Compute Cloud

    v1.7.1 550 #compute-cloud #lrz-specific #openstack-based #api-bindings
  165. micro_cartan_attn

    Complete Cartan matrix attention mechanisms with proper Lie algebra structures

    v0.2.0 #neural-network #orthogonal #attention #cartan-matrix
  166. actix-telepathy

    Cluster extension for the actix actor framework

    v0.6.1 950 #actor-framework #actix #actix-actor #distributed-actor #actor
  167. seven-layer-symphony

    Death of code, birth of music. Time-weaving consciousness system where intent manifests reality through 7-dimensional resonance at 432Hz

    v1.0.0 #consciousness #resonance #intent #time-weaving #wasm
  168. francoisgib_webserver

    HTTP Webserver

    v1.0.3 750 #web-server #serialization #strum #endpoint #structures #les #la #et #du #des
  169. envie

    lightweight and user-friendly library for managing environment variables in Rust. It helps you load and parse .env files, retrieve variables with ease, and provides type-safe access to boolean and other data types.

    v0.2.1 #env-file #parse-env #type-safe #boolean #user-friendly #env-var #environment-file #load-env #load-and-parse
  170. trustformers-debug

    Advanced debugging tools for TrustformeRS models

    v0.1.0-alpha.1 #tensor #debugging #gradient #ml
  171. mappy-client

    Client library for mappy maplet data structures

    v0.3.1 #space-efficient #maplets #approximate #data-structures #filter
  172. cova

    First principles, minimally dependent, geometric and topologically focused math library

    v0.1.3 140 #geometry #topology #math
  173. arr_ty

    Macros for smart array initialization

    v0.4.1 490 #smart #array-macro #array
  174. trustformers-tokenizers

    Tokenizers for TrustformeRS

    v0.1.0-alpha.1 #tokenize #transformer-models #batch-processing #word-piece #hugging-face #post-processing #sentence-piece #memory-efficient #bpe
  175. static_interner

    Similar to internment crate, but with interface and performance tweaks

    v0.1.1 20K #build-system #interning #performance #internment #compare #buck #tweak #buck2 #remote-execution #sound-design
  176. mantra-miner

    your software recite mantras while it runs

    v0.1.2 #mantras #mantra #miner #recite #practice #conclusion #ritual #buddhist #merit #music
  177. molten_smelt

    Beautiful, structured logging for the terminal ⚒️

    v0.1.0 #structured-logging #logging #terminal-logging #terminal #pretty
  178. cuttle

    A large language model inference engine in Rust

    v0.1.1 #inference-engine #language-model #model-inference #tokenize #tensor #text-generation #performance-monitoring #benchmark
  179. tensorlogic

    Logic-as-Tensor planning layer - meta crate re-exporting all TensorLogic components

    v0.1.0-alpha.1 #machine-learning #neural-symbolic #tensor #logic
  180. optirs-learned

    OptiRS learned optimizers and meta-learning

    v0.1.0-rc.2 #meta-learning #lstm #learned-optimizers
  181. fulgurance

    A blazing-fast, adaptive prefetching and caching library for Rust

    v0.4.1 190 #lru-cache #cache #prefetch #adaptive #performance #lru
  182. trueno-gpu

    Pure Rust PTX generation for NVIDIA CUDA - no LLVM, no nvcc

    v0.3.0 150 #cuda-ptx #gpu #nvidia #simd
  183. atm0s-custom-str0m

    WebRTC library in Sans-IO style

    v0.1.1 1.1K #video-streaming #web-rtc #audio-streaming #video #audio #audio-video
  184. ctranslate2

    Rust bindings for OpenNMT/CTranslate2

    v2.1.1 #bindings #open-nmt #shared #crt
  185. rust-secure-logger

    Memory-safe security logging for financial systems and critical infrastructure with encryption, log forwarding, and compliance automation

    v2.0.0 #audit #security-audit #memory-safe #financial
  186. optirs-nas

    OptiRS Neural Architecture Search and hyperparameter optimization

    v0.1.0-rc.2 #neural-architecture #hyper-parameters #nas #evolutionary
  187. cepstrum-extractor

    compute the cepstrum of a signal

    v0.2.1 #extractor #cepstrum #cepstral #audio #quefrency
  188. ruvector-attention-node

    Node.js bindings for ruvector-attention

    v0.1.0 #multi-head-attention #nodejs #query #hyperbolic #js #ruvector #js-bindings #moe #expert #batch-processing
  189. ruvector-gnn-wasm

    WebAssembly bindings for RuVector GNN with tensor compression and differentiable search

    v0.1.2 #compression #differentiable-search #wasm-bindings #gnn #tensor #hierarchical #cosine-similarity #neural-network #embedding #attention
  190. tictonix

    that provides the ability to convert tokens into embeddings, as well as to encode their positions

    v1.0.1 600 #deep-learning #machine-learning #positional-encoding #embedding
  191. cubek

    CubeCL Kernels

    v0.1.0-pre.1 #cubecl #convolution #kernel #multi-platform #quantization #attention #matmul
  192. candle-flash-attn-v3

    Flash attention v3 layer for the candle ML framework

    v0.9.2-alpha.2 #machine-learning #tensor
  193. ruvector-gnn-node

    Node.js bindings for Ruvector GNN via NAPI-RS

    v0.1.22 #nodejs #compression #graph #gnn #ruvector #js-bindings #napi-rs #hierarchical #javascript #neural-network
  194. openbabel

    Rust bindings to cheminformatics toolbox OpenBabel

    v0.5.4 950 #cheminformatics #bindings
  195. sherpack-convert

    Helm chart to Sherpack pack converter

    v0.3.0 #devops #kubernetes #helm
  196. ollama-proxy-rs

    A lightweight Rust proxy for Ollama that intelligently adjusts request parameters to match each model's training configuration

    v0.1.1 #proxy #ollama #llm #embedding
  197. doip_rw_tokio

    Diagnostic over IP asynchronous API to implement a DoIP tester or entity

    v0.1.1 #networking #async #async-io
  198. blazr

    Blazing-fast inference server for oxidizr models (Mamba2 + MLA + MoE)

    v0.1.0-beta.1 #inference #inference-server #transformer #llm #mamba
  199. torsh-graph

    Graph neural network components for ToRSh - powered by SciRS2

    v0.1.0-alpha.2 #graph #graph-node #temporal-graph #torsh #neural-network #adjacency-matrix #sci-rs2 #classification #top-k #gat
  200. ushi

    High-performance LLM inference server with llama.cpp FFI bindings

    v0.1.1 #llama #llm-inference #inference #llm #ml
  201. codedebt

    Ultra-fast code debt detection library and CLI

    v0.1.1 #debt #fixme #todo #code
  202. yew-google-material

    google icons, buttons and input text fields

    v0.0.8 390 #icons #yew #material-icons #button #stylist
  203. trustformers-models

    Model implementations for TrustformeRS

    v0.1.0-alpha.1 #transformer-models #llama #benchmark #deployment #model #performance-optimization #nlp #gpt-2 #hugging-face #clip
  204. micrologger2

    A minimal logger that prints colored output based on severity level

    v0.1.0 #logging #logger #timestamp #console #log-file
  205. SafeManuallyDrop

    A safe version of ManuallyDrop with various features and options to track undefined behavior when working with ManuallyDrop

    v1.0.3 #safemanuallydrop #manually-drop #clucompany #no-std #api-bindings
  206. lrzcc-cli

    Rust CLI client for the LRZ-specific features of the Openstack-based LRZ Compute Cloud

    v1.5.3 650 #compute-cloud #lrz-specific #api-bindings
  207. nt-neural

    Neural network integration for Neural Trader - LSTM, transformers, and deep learning models with Candle

    v1.0.0 #artificial-intelligence #finance-trading #trading #finance #ml
  208. neo4j_cypher

    A flexible and intuitive query builder for Neo4j and Cypher

    v0.2.2 230 #query-builder #neo4j #cypher
  209. intellichip-rs

    Tiny Recursive Models for fast opcode routing and sequence prediction

    v0.1.0 #opcode #routing #neural-network #machine-learning #transformer
  210. minillm

    A mini inference engine for running transformer language models

    v0.1.1 #llm #gpt #llm-inference
  211. ruvector-attention-wasm

    WASM bindings for ruvector-attention

    v0.1.0 #multi-head-attention #wasm-bindings #adam #hyperbolic #training #learning-rate #decay #dot-product #warmup #moe
  212. google-chromemanagement1-cli

    A complete library to interact with Chrome Management (protocol v1)

    v6.0.0+20240624 300 #google-chrome #cli #google #chromemanagement
  213. nano-consciousness

    High-performance consciousness-inspired AI framework with nanosecond scheduling and temporal processing

    v0.1.0 #consciousness #temporal #neural-network #real-time
  214. micro_core

    Core no_std Semantic Cartan Matrix implementation for rUv-FANN

    v0.2.0 #simd #neural-network #cartan-matrix #wasm
  215. higher

    Functors, Applicatives, Monads and other bad ideas

    v0.2.0 #functor #monads #category-theory #haskell #applicative
  216. base64id

    Efficiently represent 64, 32 and 16 bit integers as base64url strings

    v0.4.1 #base64-url #integer #base64
  217. deaf

    parsing and modifying ELF binaries

    v0.1.3 100 #elf-binaries #elf-file #binary-analysis #analysis #elf
  218. ichiran

    Bindings for ichiran-cli

    v0.6.1 300 #japanese #api-bindings
  219. truston

    A high-performance Rust client library for NVIDIA Triton Inference Server

    v0.1.1 #triton #ml #inference #rust
  220. rust-patlite-beacon

    CLI tool for controlling USB PATLITE beacon devices

    v0.1.1 #beacon #usb #patlite #hardware #led
  221. patlite-beacon-serv

    RESTful API server for controlling PATLITE USB beacons with comprehensive light patterns, sequences, and buzzer control

    v0.1.0 #beacon #server-api #usb #patlite
  222. gguf-llms

    parsing GGUF (GGML Universal Format) files

    v0.0.2 #gguf #ggml #parser #machine-learning
  223. burn_attention

    Flash Attention v3 implementation for Burn framework

    v0.1.0 #attention #burn-framework #wgpu #flash #cubecl #softmax #causal #masking
  224. rusty-gradients

    A full-stack deep learning framework in Rust for training and deploying Transformer models, with support for CLI, WebAssembly, and library usage

    v0.1.1 #gpt #autograd #machine-learning #wasm
  225. http-request-derive

    Use derive to create HTTP requests

    v0.4.0 300 #query-string #serde #struct #sent #build #attention
  226. tensorlogic-trustformers

    Transformer-as-rules: Self-attention and FFN layers as einsum expressions

    v0.1.0-alpha.1 #multi-head-attention #tensor-logic #einsum #transformer-encoder #graphs #feed-forward #builder-pattern #checkpointing #kv-cache #gated
  227. voirs-acoustic

    Acoustic model inference for VoiRS speech synthesis (VITS/FastSpeech2)

    v0.1.0-alpha.2 #text-to-speech #vits #acoustic #voirs #mel-spectrogram
  228. optical-embeddings

    DeepSeek-OCR - compress text into images

    v0.3.0 #compression #embedding #computer-vision #sam #machine-learning
  229. zeta-salience

    Salience analysis engine for intelligent token prioritization in LLM inference

    v0.1.0 #llm-inference #llm #attention #salience #prioritization
  230. zeta-quantization

    Advanced quantization engine for efficient LLM inference

    v0.1.0 #quantization #llm-inference #optimization #llm #inference #compression
  231. titans_memory

    Titans Memory: Neural-inspired memory system for AIngle AI agents

    v0.1.0 #ai-agents #aingle #memory #neural
  232. burn_dino

    burn dino model inference and training

    v0.6.0 #dino #burn #vit #computer-vision
  233. entrenar-distill

    End-to-end knowledge distillation CLI

    v0.1.0 #training #entrenar #distillation #end-to-end #model #progressive #attention #model-parameters #lora #student
  234. intasend

    SDK for the Intasend Payment Gateway

    v0.3.0-beta #payment-gateway #sdk
  235. cerebrust

    working with NeuroSky devices under Rust

    v0.3.1 250 #bluetooth #bci #mindwave #neurosky
  236. sklears-gaussian-process

    Gaussian Process models for regression and classification

    v0.1.0-alpha.2 #gaussian-process #scikit-learn #machine-learning
  237. gatherbrained

    AI writing agent

    v0.3.0 150 #artificial-intelligence #paragraph #text-processing #ai-agent #editor #modes #dive-deep #ci #claude #batch-processing
  238. sklears-neural

    Neural network implementations for the sklears machine learning library

    v0.1.0-alpha.2 #neural-network #machine-learning #back-propagation #mlp #rust
  239. cubek-attention

    CubeK: Attention Kernels

    v0.1.0-pre.1 #kernel #cube-k #attention #cubecl
  240. block-graph

    Uses the Burn library to provide block level graph neural network structure

    v0.4.0 #neural-network #graph-structures #level #block #burn
  241. tract-metal

    Tiny, no-nonsense, self contained, TensorFlow and ONNX inference

    v0.22.0 240 #onnx #metal #tensorflow #neural-network
  242. tvm-ffi

    support

    v0.1.0-alpha.0 #tvm #dl-tensor
  243. http-request-derive-client-reqwest

    Use derive to create HTTP requests - reqwest client

    v0.2.0 250 #http-request #http-client #attention
  244. asap-rs

    Automatic Smoothing for Attention Prioritization for Time Series

    v0.2.0 #time-series #smoothing #visualization
  245. Try searching with DuckDuckGo or on crates.io.

  246. cubecl-attention

    CubeCL Attention Kernels Engine

    v0.9.0-pre.5 1.2K #cubecl #kernel #attention #engine #gpgpu
  247. mux-radix-tree

    A full-featured radix tree implementation

    v0.1.0 #radix-tree #hash-map #deref-mut #vector #list #attention #test-coverage #quite #benchmarked #modeled
  248. request-window-attention

    在 windows 系统,根据窗体“标题名”闪烁窗体的任务栏图标来请求用户注意

    v0.1.6 #request #nodejs #window #系统 #windows #nw
  249. appindicator3

    Rust bindings for the AppIndicator and AyatanaAppIndicator library

    v0.3.0 #sni #appindicator #ksni #ayatana-appindicator #libappindicator
  250. autoagents-burn

    Agent Framework for Building Autonomous Agents

    v0.3.0 #llm #agent
  251. edgegpt

    Reserved stub crate for edgegpt

    v0.1.0 #reserved #stub #stub-for-edgegpt #building-block #embedding #attention #norm
  252. nbml

    Machine Learning Primitives

    v0.1.7 #machine-learning #primitive #nn #rl #attention #sgd #envs #ppo #sac #optim
  253. abaddon

    Blazingly fast LLM inference engine - The Destroyer renders judgment

    v0.1.0 #inference-engine #llm #web-gpu #render #llm-inference #metal #judgment #quantization #kv-cache #speculative
  254. candle-ext

    An extension library to Candle that provides PyTorch functions not currently available in Candle

    v0.1.7 #candle #pytorch #extension #tensor #devices #dot-product #outer #d-type #attention #eye
  255. syntaxdot-cli

    Neural sequence labeler

    v0.5.0 #sequence-labeler #named-entity-recognition #biaffine-parser #part-of-speech-tagging #model-distillation #sentence-piece #lemmatization #bert #classification #morphology
  256. scaled-dot-product-attention

    LLM inference in Rust

    v0.1.0 #inference #llm-inference #llm #llama #rust
  257. crabml

    core package

    v0.1.0 #package #artificial-intelligence #llama #inference-engine #llama-cpp #web-gpu #simd-accelerated #web-server #desktop #objectives
  258. ctranslate2-sys

    Compiles CTranslate2 from source or uses pre-built binaries

    v0.1.5 #pre-built-binaries #shared #vendor #source #compile #crt
  259. http-request-derive-client

    Use derive to create HTTP requests - client interface

    v0.1.0 270 #http-request #http-client #interface #attention
  260. oxidized-transformers

    Transformers library (not functional yet)

    v0.1.1 #llama #transformer-models #hugging-face #bert #oxidized #cuda #albert #float16
  261. taskbar_interface

    An interface to the desktop taskbar

    v0.1.0 #desktop #taskbar #interface #ui
  262. infernum-core

    Core types and traits for the Infernum ecosystem

    v0.1.0 #ecosystem #traits #streaming #model #metadata #embedding
  263. i-runtime

    Runtions

    v0.1.5 #webview #tauri #user #menu #os #desktop #tauri-app #built-with-tauri #ship #polyglot
  264. hesoyam

    orm

    v0.1.6 #orm #postgresql #user #database #clickhouse #model-macro #table-name #database-config #database-model #postgresql-orm
  265. candlelighter

    A Keras like abstraction layer on top of the Rust ML framework candle

    v0.4.0 230 #machine-learning #candle #keras #machine-learning-ml #computer-vision
  266. aiha

    🦉 AIHA helps you to find the minimal requirements for any model on the 🤗 Hub

    v0.0.4 #hugging-face #advisor #nlp #hardware
  267. reportportal_common_api

    A client and server bindings library for ReportPortal gRPC. Attention: This library is still in development!

    v0.2.3 #grpc #grpc-api #reportportal #reporting
  268. bbeats

    binaural beats

    v0.1.1 #binaural #beats #music