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tokenizers
today's most used tokenizers, with a focus on performances and versatility
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edgefirst-cli
EdgeFirst Client Library and CLI
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scirs2-neural
Neural network building blocks module for SciRS2 (scirs2-neural) - Minimal Version
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shakuntala-devi-trainer
Brain training tool inspired by Shakuntala Devi's technics
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vaporetto
pointwise prediction based tokenizer
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tenflowers-neural
Neural network layers, models and training APIs for TenfloweRS
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ruvllm-esp32
Tiny LLM inference for ESP32 microcontrollers with INT8/INT4 quantization, multi-chip federation, RuVector semantic memory, and SNN-gated energy optimization
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tensorlogic-infer
Execution and autodiff traits for TensorLogic inference engines
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oxidizr
A Rust-based LLM training framework built on Candle
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concision-data
additional tools for working with datasets
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metal-candle
Production-quality Rust ML crate for Apple Silicon - LoRA training, inference, and text generation using Candle with Metal backend
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entrenar
Training & Optimization library with autograd, LoRA, quantization, and model merging
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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.
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bitnet-quant
1.58-bit quantization engine for BitNet neural networks
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rust-lstm
A complete LSTM neural network library with training capabilities, multiple optimizers, and peephole variants
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memory_utils
A memory reading/writing utility using Windows and mach API
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rucrf
Conditional Random Fields implemented in pure Rust
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huggingface/tokenizers-python
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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bitnet-training
Training and fine-tuning utilities for BitNet models
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temporal-compare
High-performance framework for benchmarking temporal prediction algorithms inspired by Time-R1
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bbpe
Binary byte pair encoding (BPE) trainer and CLI compatible with Hugging Face tokenizers
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ds-r1-rs
A DeepSeek R1-inspired reasoning model prototype in Rust
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wordchuck
LLM Tokenizer Library
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octotype
A typing trainer for your terminal
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border
Reinforcement learning library
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mamf
Multi-AI council TUI - orchestrate conversations between AI advisors
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vexus
A neural network builder and trainer struct to make your own AI models
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grove-lcd-rgb
Platform-agnostic driver for Grove LCD RGB Backlight using embedded-hal, with full support for v4 and v5 hardware
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rafor
Fast Random Forest library
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ttr
The Terminal Typing Trainer – a fast, feature-rich typing trainer for the terminal, built in Rust
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trustformers-tokenizers
Tokenizers for TrustformeRS
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trustformers-training
Training infrastructure for TrustformeRS
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avila-tokenizers
The most complete tokenizer library in Rust - BPE, WordPiece, Unigram, with native support for GPT, BERT, Llama, Claude
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ruvector-attention-node
Node.js bindings for ruvector-attention
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tensorlogic-train
Training loops, loss composition, and optimization schedules for TensorLogic
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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.
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stigmergy
emergent agent behavior
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macmon
Sudoless performance monitoring CLI tool for Apple Silicon processors
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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…
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intellichip-rs
Tiny Recursive Models for fast opcode routing and sequence prediction
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nt-neural
Neural network integration for Neural Trader - LSTM, transformers, and deep learning models with Candle
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tiny-recursive-rs
Tiny Recursive Models for efficient puzzle solving
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lumen-geometry
Mathematical models for tubular anatomical structures (colon, bronchi, intestines)
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practicestuff
CLI trainer for improving calculation and memorisation skills
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gladius
writing typing-trainers
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rurel
Flexible, reusable reinforcement learning (Q learning) implementation
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icookforms
The World's Reference Cookie Audit Software - Complete Security & Compliance Analysis
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game-cheetah
High-performance memory scanner/editor and game trainer for Linux, Windows, and macOS
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voirs-acoustic
Acoustic model inference for VoiRS speech synthesis (VITS/FastSpeech2)
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ragged-buffer
Efficient RaggedBuffer datatype that implements 3D arrays with variable-length 2nd dimension
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concision-neural
implements various abstractions for designing neural networks
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shoo
blackjack games and trainers
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game_mem_utils
reading and writing process memory on Linux, designed for easy trainer creation!
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punkt
sentence tokenizer
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unitoken
Fast BPE tokenizer/trainer with a Rust core and Python bindings
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oxirs-shacl-ai
AI-powered shape induction and data repair suggestions for SHACL validation
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voirs-feedback
Real-time feedback and interactive training system for VoiRS
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rfann
A pure Rust implementation of the Fast Artificial Neural Network (FANN) library
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fudd
Fun with poker. Named after that most famous of rabbit hunters.
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process-memory
that can read/write the memory of other processes
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crfsuite
Safe wrapper of crfsuite
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reservoir-train
Training utilities for Echo State Networks: ridge/lasso readout solvers, ESN builder helpers, and optional static code generation for embedded inference
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femto-gpt
Minimal Rust library for training GPT language-models
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ml_kit
A Machine Learning library for Rust
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cgl-rs
CGL is a multipurpose library mainly for recreational coding / demo scenes / prototyping / small games / experimentation
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kitoken
Fast and versatile tokenizer for language models, supporting BPE, Unigram and WordPiece tokenization
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scion
Game making library on top of wgpu, winit, hecs
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jaime
j.a.i.m.e. is an ergonomic all purpose gradient descent engine
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border-tch-agent
TCH agent for Border
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finalfrontier
Train/use word embeddings with subword units
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pkmn-savedata
Reads and modifies save data for Pokémon games
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honeytree-calc
DPPt Munchlax Honey Tree Calculator
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atelier_dcml
Distributed Convex Machine Learning for the atelier-rs engine
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gene-evo
Standard and novel genetic evolution algorithm implementations, using advanced rust std functionality and zero dependencies
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stable-diffusion-trainer
Stable Diffusion Trainer
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arcade
Games with vim motion controls in the terminal
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rucrf-rkyv
Conditional Random Fields implemented in pure Rust, with rkyv support
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entity-gym-rs
Rust bindings for the entity-gym library
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punkt_n
Punkt sentence tokenizer
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stable-diffusion-cli
Stable Diffusion CLI
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neuralneat
Kenneth Stanley's NeuroEvolution of Augmenting Topologies
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border-async-trainer
Asynchronous trainer for Border
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mako
main Sidekick AI data processing library
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sentencepiece-model
SentencePiece model parser generated from the SentencePiece protobuf definition
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libsvm
High level Rust bindings for libsvm
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neurotic
A neural network library written for Rust
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truecase
Restore correct letter casings in arbitrary text using a statistical model
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bevy_webcam_facial
Webcam AI face recognition plugin for bevy game engine
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sloword2vec
A naive implementation of word2vec
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sql-trainer
A CLI for learning SQL in a playground environment. Uses AI to generate Databases.
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riichi-tools-rs
Riichi Mahjong tools library, mostly for WASM
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stable-diffusion
Stable Diffusion
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tuxtrain
generic trainer for Linux
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tiny-ml
A very basic ml libary
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amadeus-cli
Command-line interface for interacting with the Amadeus blockchain
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tactics-trainer-cli
Train chess tactics in your terminal
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rcuber
rubiks cube and solver (LBL, CFOP, Roux, min2phase)
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crfsuite-sys
Rust binding to crfsuite
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rs_handstrength
relative to board omaha hand strength calculator and equity on flop
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spectrust
A fast, Rust-based computer vision library for locating images on the screen
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wmem
Windows Memory Manipulation library
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pkmn-core-types
Basic types for Pokémon games
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border-core
Core functionality for Border
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firecore-pokedex
A pokedex library
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neurs
feed-forward-only, but efficient, neural network and reinforcement learning library
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smash-lvd
working with Smash level data (
.lvd) files from 3DS / Wii U and Ultimate -
neuros
package for Artificial (Feedforward) Neural Networks (ANNs) processing
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