monotonic

Collection of miscellaneous portable C snippets.

Lightweight event loop library for Linux epoll() family APIs

Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.

datetime handling for gleam

Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.

An implementation of time.monotonic() for Python 2 & Python 3

High-resolution clock functions: monotonic, realtime, cputime.

Distributed timestamp & sequence oracle for Rust — strictly monotonic timestamps and gapless, dense ID sequences over gRPC, replicated with pluggable consensus.

Keras implementation of the constrained monotonic neural networks

ULID (Universally Unique Lexicographically Sortable Identifier) for Kotlin Multiplatform

A flexible ULID or Snowflake-like ID generator for producing unique, monotonic, and lexicographically sortable IDs.

PyTorch Implementation of Stepwise Monotonic Multihead Attention similar to Enhancing Monotonicity for Robust Autoregressive Transformer TTS

Fast, lightweight, and reliable distributed 64-bit ID generation for Node.js and the web Zero dependencies

A fast parallel PyTorch implementation of the "CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition" https://arxiv.org/abs/1905.11235.

Ultra-fast RFC 9562 UUIDv7 generator for Java 17+. 248M IDs/s single-thread, 1.4B/s in batch with zero-allocation bulk APIs. Monotonic, virtual-thread aware, GraalVM native-image ready. No dependencies

64-bit Time-Sortable Identifiers for TypeScript

Monotonic Optimal Binning algorithm is a statistical approach to transform continuous variables into optimal and monotonic categorical variables.

Speech recognition with Python

🆔⬆️ Unique Monotonic IDs ➡️ Deprecated by RFC9562

A small, yet powerful, JavaScript library for converting both polytonic and monotonic Greek from/into many representations.