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  1. tokenizers

    today's most used tokenizers, with a focus on performances and versatility

    v0.22.2 617K #tokenize #hugging-face #word-piece #bpe #tokenizer
  2. edgefirst-cli

    EdgeFirst Client Library and CLI

    v2.8.0 #dataset #annotations #arrow #client #studio #ml-ops #arrow-format #automate #authentication #industrial-robotics
  3. scirs2-neural

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

    v0.1.2 850 #artificial-intelligence #neural-network #deep-learning #scientific #machine-learning
  4. shakuntala-devi-trainer

    Brain training tool inspired by Shakuntala Devi's technics

    v2.0.9 #brain-training #programs #gui #game #cli
  5. vaporetto

    pointwise prediction based tokenizer

    v0.6.5 9.0K #tokenize #japanese #analyzer #morphological #tokenizer
  6. tenflowers-neural

    Neural network layers, models and training APIs for TenfloweRS

    v0.1.0-alpha.2 #neural-network #machine-learning #autograd #gpu
  7. 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
  8. tensorlogic-infer

    Execution and autodiff traits for TensorLogic inference engines

    v0.1.0-alpha.2 #automatic-differentiation #tensor-logic #execution-context #async-stream #graphs #async-execution #jit-compilation #profiling #execution-scheduling #tensor-computation
  9. oxidizr

    A Rust-based LLM training framework built on Candle

    v0.1.0-beta1 #llm #training #machine-learning #mamba #transformer
  10. concision-data

    additional tools for working with datasets

    v0.3.1 #machine-learning #data-science #toolkit
  11. 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
  12. entrenar

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

    v0.5.6 3.9K #quantization #neural-network #lora #machine-learning #autograd
  13. launchkey-sdk

    A type-safe Rust SDK for Novation Launchkey MIDI controllers. Enables full control over pads, encoders, faders, displays, and DAW integration with support for RGB colors, bitmaps, and cross-platform development.

    v0.1.5 160 #sdk #midi #launchkey #novation #controller
  14. bitnet-quant

    1.58-bit quantization engine for BitNet neural networks

    v1.0.0 800 #quantization #neural-network #bitnet #compression
  15. rust-lstm

    A complete LSTM neural network library with training capabilities, multiple optimizers, and peephole variants

    v0.7.0 #deep-learning #neural-network #recurrent-neural-network #machine-learning
  16. memory_utils

    A memory reading/writing utility using Windows and mach API

    v0.2.3 #windows #cheat #memory #processs #api-bindings
  17. rucrf

    Conditional Random Fields implemented in pure Rust

    v0.3.3 1.7K #crf
  18. huggingface/tokenizers-python

    💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

    GitHub 0.22.3-dev.0 #tokenize #bert #word-piece #language-model #training #byte-level #bpe #pad #state-of-the-art #py
  19. bitnet-training

    Training and fine-tuning utilities for BitNet models

    v1.0.0 500 #training #fine-tuning #machine-learning #bitnet
  20. temporal-compare

    High-performance framework for benchmarking temporal prediction algorithms inspired by Time-R1

    v0.5.0 #machine-learning #temporal #time-series #benchmark #prediction
  21. bbpe

    Binary byte pair encoding (BPE) trainer and CLI compatible with Hugging Face tokenizers

    v0.6.3 #malware #hugging-face #bpe #binary #tokenizer
  22. ds-r1-rs

    A DeepSeek R1-inspired reasoning model prototype in Rust

    v0.1.1 #deepseek #nlp #ml #reasoning #transformer
  23. wordchuck

    LLM Tokenizer Library

    v0.0.4 #tokenize #batch #nanochat #sample #avg #llm #python-bindings
  24. octotype

    A typing trainer for your terminal

    v0.8.0 #ratatui #typing-trainer #tui
  25. border

    Reinforcement learning library

    v0.0.8 550 #reinforcement-learning #rl #reinforcement
  26. mamf

    Multi-AI council TUI - orchestrate conversations between AI advisors

    v0.1.2 #tui #advisors #llm #council
  27. vexus

    A neural network builder and trainer struct to make your own AI models

    v4.0.0 260 #neural-network #brain #ai
  28. grove-lcd-rgb

    Platform-agnostic driver for Grove LCD RGB Backlight using embedded-hal, with full support for v4 and v5 hardware

    v0.1.1 #embedded-hal-driver #lcd #grove #no-std
  29. rafor

    Fast Random Forest library

    v0.3.0 #random-forest #decision-tree #ml
  30. ttr

    The Terminal Typing Trainer – a fast, feature-rich typing trainer for the terminal, built in Rust

    v0.1.1 #terminal #trainer #typing #cli
  31. 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
  32. trustformers-training

    Training infrastructure for TrustformeRS

    v0.1.0-alpha.1 #training #hyper-parameters #memory-optimization #model #hyper-parameters-optimization #metrics #trainer #hugging-face #stopping #checkpoint
  33. avila-tokenizers

    The most complete tokenizer library in Rust - BPE, WordPiece, Unigram, with native support for GPT, BERT, Llama, Claude

    v0.1.0 #tokenize #bert #llm #nlp #gpt #tokenizer
  34. 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
  35. tensorlogic-train

    Training loops, loss composition, and optimization schedules for TensorLogic

    v0.1.0-alpha.2 #learning-rate #tensor-logic #training #loss #regularization #l2-norm #classification #supervised-learning #logging #losses
  36. rusty-gradients

    A full-stack deep learning framework in Rust for training and deploying Transformer models. Features multi-backend support (CPU/CUDA/Metal/WASM), 62x GPU acceleration, Safetensors serialization, and BPE tokenization.

    v0.2.0 #safetensors #deep-learning #machine-learning #gpt
  37. stigmergy

    emergent agent behavior

    v0.1.0 #ecs #invariants #entity #specification #expression
  38. macmon

    Sudoless performance monitoring CLI tool for Apple Silicon processors

    v0.6.1 #performance-monitoring #macos #monitoring
  39. morseytype

    terminal-based Morse code typing trainer designed to help you improve your Morse code proficiency through structured practice sessions. The application presents words from english vocabulary lists…

    v0.1.2 #word-list #morse
  40. intellichip-rs

    Tiny Recursive Models for fast opcode routing and sequence prediction

    v0.1.0 #opcode #routing #neural-network #machine-learning #transformer
  41. 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
  42. tiny-recursive-rs

    Tiny Recursive Models for efficient puzzle solving

    v0.1.0 #puzzle #recursion #neural-network #machine-learning #transformer
  43. lumen-geometry

    Mathematical models for tubular anatomical structures (colon, bronchi, intestines)

    v0.1.0 #geometry #medical #anatomy #curve #simulation
  44. practicestuff

    CLI trainer for improving calculation and memorisation skills

    v0.4.2 400 #math #doomsday #learning #memory
  45. gladius

    writing typing-trainers

    v1.0.0 #typing-session #typing-trainer #typing
  46. rurel

    Flexible, reusable reinforcement learning (Q learning) implementation

    v0.6.0 550 #reinforcement-learning #dqn #q
  47. icookforms

    The World's Reference Cookie Audit Software - Complete Security & Compliance Analysis

    v0.1.0 #cookies #audit #gdpr #ccpa #security-audit
  48. game-cheetah

    High-performance memory scanner/editor and game trainer for Linux, Windows, and macOS

    v0.5.0 #memory-editor #process-memory #memory-scanner #reverse-engineering #trainer #game-state #memory-debugging #cheat-engine #memory-analysis #cheetah
  49. voirs-acoustic

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

    v0.1.0-alpha.2 #text-to-speech #vits #acoustic #voirs #mel-spectrogram
  50. ragged-buffer

    Efficient RaggedBuffer datatype that implements 3D arrays with variable-length 2nd dimension

    v0.4.8 #variable-length #datatype #3d #dimension #python #2nd #numpy
  51. concision-neural

    implements various abstractions for designing neural networks

    v0.2.8 #machine-learning #data-science #scsys #toolkit
  52. shoo

    blackjack games and trainers

    v0.1.0 #blackjack #card #data-structures
  53. game_mem_utils

    reading and writing process memory on Linux, designed for easy trainer creation!

    v0.2.0 140 #process-memory #linux-process #game-hacking #linux
  54. punkt

    sentence tokenizer

    v1.0.5 #tokenize #sentence #tokenizer
  55. unitoken

    Fast BPE tokenizer/trainer with a Rust core and Python bindings

    v0.1.1 #tokenize #bpe #nlp #tokenizer
  56. oxirs-shacl-ai

    AI-powered shape induction and data repair suggestions for SHACL validation

    v0.1.0 #artificial-intelligence #rdf #shacl #validation #machine-learning
  57. voirs-feedback

    Real-time feedback and interactive training system for VoiRS

    v0.1.0-alpha.2 #text-to-speech #artificial-intelligence #feedback #training
  58. rfann

    A pure Rust implementation of the Fast Artificial Neural Network (FANN) library

    v0.1.0 #neural-network #deep-learning #machine-learning #fann
  59. fudd

    Fun with poker. Named after that most famous of rabbit hunters.

    v0.1.9 #poker #poker-hand-evaluation #hand-rank #name #hold-em #card-game #famous #hands #omaha #poker-evaluation
  60. process-memory

    that can read/write the memory of other processes

    v0.5.0 650 #read-write #write-memory #cheat-engine #macos #debugging #process-debugging
  61. crfsuite

    Safe wrapper of crfsuite

    v0.3.1 #crf #bindings
  62. reservoir-train

    Training utilities for Echo State Networks: ridge/lasso readout solvers, ESN builder helpers, and optional static code generation for embedded inference

    v0.1.0 #reservoir #machine-learning #machine-learning-data
  63. femto-gpt

    Minimal Rust library for training GPT language-models

    v0.2.0 #gpt #gpu #training #llm #opencl #neural-network #from-scratch
  64. ml_kit

    A Machine Learning library for Rust

    v1.0.0 110 #machine-learning #kit #learning-rate #image #training #mnist #sgd #trainer
  65. cgl-rs

    CGL is a multipurpose library mainly for recreational coding / demo scenes / prototyping / small games / experimentation

    v0.1.7 #3d #2d #opengl
  66. kitoken

    Fast and versatile tokenizer for language models, supporting BPE, Unigram and WordPiece tokenization

    v0.10.1 2.5K #tokenize #word-piece #unigram #bpe #tokenizer
  67. scion

    Game making library on top of wgpu, winit, hecs

    v0.7.0 190 #game-engine #ecs #library
  68. jaime

    j.a.i.m.e. is an ergonomic all purpose gradient descent engine

    v2.3.1 1.2K #artificial-intelligence #gradient-descent #ai
  69. border-tch-agent

    TCH agent for Border

    v0.0.8 300 #reinforcement-learning #rl #reinforcement
  70. finalfrontier

    Train/use word embeddings with subword units

    v0.9.4 #word-embedding #skipgram #finalfusion #training #subword #al #et #sgd #word2vec #2011
  71. pkmn-savedata

    Reads and modifies save data for Pokémon games

    v0.2.0 150 #save-data #pokémon
  72. honeytree-calc

    DPPt Munchlax Honey Tree Calculator

    v2.0.0 130 #calculator #pokémon #munchlax #honey
  73. atelier_dcml

    Distributed Convex Machine Learning for the atelier-rs engine

    v0.0.11 170 #machine-learning #crypto-trading #framework #math #machine-learning-framework
  74. gene-evo

    Standard and novel genetic evolution algorithm implementations, using advanced rust std functionality and zero dependencies

    v3.1.0 210 #genetic-algorithm #genes #genome #training #ranked #trainer #statistics #criteria #mutating #rust-std
  75. stable-diffusion-trainer

    Stable Diffusion Trainer

    v0.1.9 500 #stable-diffusion #trainer #generative-ai
  76. arcade

    Games with vim motion controls in the terminal

    v0.1.1 #vim #memory #game #nvim #typing
  77. Try searching with DuckDuckGo or on crates.io.

  78. rucrf-rkyv

    Conditional Random Fields implemented in pure Rust, with rkyv support

    v0.3.3-rkyv.1 #crf #rkyv #random
  79. entity-gym-rs

    Rust bindings for the entity-gym library

    v0.8.0 #action #agent #reinforcement-learning #training #neural-network #obs #cake
  80. punkt_n

    Punkt sentence tokenizer

    v1.0.5 #tokenize #sentence #punkt #tokenizer
  81. stable-diffusion-cli

    Stable Diffusion CLI

    v0.1.9 340 #generative-ai #trainer
  82. neuralneat

    Kenneth Stanley's NeuroEvolution of Augmenting Topologies

    v0.3.0 #neural-network #genome #machine-learning
  83. border-async-trainer

    Asynchronous trainer for Border

    v0.0.8 240 #reinforcement-learning #rl #learning
  84. mako

    main Sidekick AI data processing library

    v0.3.0 #artificial-intelligence #data-processing #tokenize #data-loader #machine-learning #batch-processing #dataflow #sidekick #tokenized
  85. sentencepiece-model

    SentencePiece model parser generated from the SentencePiece protobuf definition

    v0.1.4 4.5K #sentence-piece #tokenize #machine-learning
  86. libsvm

    High level Rust bindings for libsvm

    v0.4.0 #bindings #bindings-for-libsvm #api-bindings
  87. neurotic

    A neural network library written for Rust

    v0.2.1 #artificial-intelligence #neural-network #machine-learning #rust
  88. truecase

    Restore correct letter casings in arbitrary text using a statistical model

    v0.3.1 #statistical-model #restore #statistics #correct #letter #restoration
  89. bevy_webcam_facial

    Webcam AI face recognition plugin for bevy game engine

    v0.1.4 #face-recognition #webcam #face #bevy
  90. sloword2vec

    A naive implementation of word2vec

    v0.1.1 #nlp #word2vec #linalg
  91. sql-trainer

    A CLI for learning SQL in a playground environment. Uses AI to generate Databases.

    v0.1.1 #artificial-intelligence #sql #cli
  92. riichi-tools-rs

    Riichi Mahjong tools library, mostly for WASM

    v0.0.70 #mahjong #wasm #riichi
  93. stable-diffusion

    Stable Diffusion

    v0.1.9 170 #generative-ai #trainer
  94. tuxtrain

    generic trainer for Linux

    v0.0.4 #trainer #generic #linux #daemon #process #elden
  95. tiny-ml

    A very basic ml libary

    v1.0.0 #neural-network #ml #serialization #model #libary #data-points
  96. amadeus-cli

    Command-line interface for interacting with the Amadeus blockchain

    v1.3.5 #blockchain #cryptocurrency #web3
  97. tactics-trainer-cli

    Train chess tactics in your terminal

    v1.0.2 #chess #tactics #cli
  98. rcuber

    rubiks cube and solver (LBL, CFOP, Roux, min2phase)

    v0.7.20 #rubiks-cube #lbl #roux #cfop #min2phase
  99. crfsuite-sys

    Rust binding to crfsuite

    v0.3.1 110 #crf #bindings
  100. rs_handstrength

    relative to board omaha hand strength calculator and equity on flop

    v0.4.3 160 #board #omaha #equity #hand #relative #calculator #flop #poker-hand #search-space
  101. spectrust

    A fast, Rust-based computer vision library for locating images on the screen

    v0.2.0 #computer-vision #screenshot #image-processing #image-recognition #pattern-matching #science-scientific-visualization
  102. wmem

    Windows Memory Manipulation library

    v0.1.0 #winapi #memory #trainer #game-cheat #cheat-trainer
  103. pkmn-core-types

    Basic types for Pokémon games

    v0.1.0 #pokémon #serialization #index
  104. border-core

    Core functionality for Border

    v0.0.8 #reinforcement-learning #rl
  105. firecore-pokedex

    A pokedex library

    v0.0.9 #pokémon #pokedex
  106. neurs

    feed-forward-only, but efficient, neural network and reinforcement learning library

    v0.1.1 #neural-network #machine-learning #evolution #lightweight
  107. smash-lvd

    working with Smash level data (.lvd) files from 3DS / Wii U and Ultimate

    v0.4.0 #3ds #smash #lvd #level #ultimate #wii
  108. neuros

    package for Artificial (Feedforward) Neural Networks (ANNs) processing

    v0.1.0 170 #neural-network #metaheuristics #machine-learning #evolutionary #science