Tianren Qin

rtk. CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

x-algorithm. Algorithm powering the For You feed on X

ffwf. FWF File IO for Polars

rres. A simple and easy-to-use file-format to package resources

linux. Linux kernel source tree

foldhash. A fast, non-cryptographic, minimally DoS-resistant hashing algorithm for Rust.

parquet-linter. Unleash the performance potential of your Parquet files.

linfa. A Rust machine learning framework.

monty. A minimal, secure Python interpreter written in Rust for use by AI

tui-rs-tree-widget. Tree Widget for ratatui

raylib-rs. Rust bindings for raylib

facet. Rust reflection, serialization, deserialization, pretty printing, etc. — the last proc macro you should need

STC. A modern, user friendly, generic, type-safe and fast C99 container library: String, Vector, Sorted and Unordered Map and Set, Deque, Forward List, Smart Pointers, Bitset and Random numbers.

DeepSeek-OCR. Contexts Optical Compression

diskann-rs. DiskANNrs

macroquad. Cross-platform game engine in Rust.

mlib. M*LIB is a library of generic and type safe containers / data structures in pure C language (C99 / C11) for a wide collection of container (comparable to the C++ STL).

kentro. High-Performance K-Means Clustering Library

tesseract. Tesseract Open Source OCR Engine (main repository)

gzeus. Python

amide. AMIDE: a Medical Imaging Data Examiner

baml. The programming language for agents

ChinaTextbook. 所有小初高、大学PDF教材。

dioxus. Fullstack app framework for web, desktop, and mobile.

hyperwood-bench. Our simplistic yet elegant bench is the first-ever Hyperwood design, embodying the project's essence of simplicity, functionality, and aesthetic clarity.

nanook. Nanook: Polars data science utilities

Beryl. C++

kalosm. Instant, controllable, local pre-trained AI models in Rust

pyo3. Rust bindings for the Python interpreter

turso. A SQL database in Rust: SQLite-compatible, now also speaking Postgres (experimental). The LLVM of databases.

gathers. clustering algorithm implementation

slint. Slint is an open-source declarative GUI toolkit to build native user interfaces for Rust, C++, JavaScript, or Python apps.

rc-zip. ZIP format implementation in Rust, sans-io

memchr. Optimized string search routines for Rust.

rust-kmedoids. k-Medoids clustering in Rust with the FasterPAM algorithm

elyra. Elyra extends JupyterLab with an AI centric approach.

plotlars. Plotlars is a Rust library designed to facilitate the integration between the Polars data analysis library and Plotly library.

polars-ds-feedstock. A conda-smithy repository for polars-ds.

smlang-rs. A State Machine Language DSL procedual macro for Rust

perpetual. Perpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and R

cfavml. An unopinionated SIMD vector operation library for Rust, supporting no_std and no-alloc workloads.

arkadia. Ndarray backed KD-tree that is more suitable for data science use cases

utils. Utility crates used in RustCrypto

Bend. A massively parallel, high-level programming language

pycopent. Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

Cynde. A Framework For Intelligence Farming

PhastFT. A high-performance Fast Fourier Transform (FFT) library written in pure and safe Rust.

scip. SCIP - Solving Constraint Integer Programs

QuickEcharts. Fast and easy echarts with polars backend for wrangling and a simple API

PySCIPOpt. Python interface for the SCIP Optimization Suite

polars-trading. A collection of helpful polars plugins and functions for market data processing.

great-tables. Make awesome display tables using Python

rbloom. A fast, simple and lightweight Bloom filter library for Python, implemented in Rust.

cusip-rs. Rust

polars_istr. Identifiers and Standard Format Parsing for Polars Dataframe

arrayvec. A vector with a fixed capacity. (Rust)

awesome-polars. A curated list of Polars talks, tools, examples & articles. Contributions welcome !

kdtree-rs. K-dimensional tree in Rust for fast geospatial indexing and lookup

StringZilla. Up to 100x faster strings for C, C++, CUDA, Python, Rust, Swift, JS, & Go, leveraging NEON, AVX2, AVX-512, SVE, GPGPU, & SWAR to accelerate search, hashing, sorting, edit distances, sketches, and memory ops 🦖

lightweight_mmm. LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

geo-index. A Rust crate and Python library for packed, immutable, zero-copy spatial indexes.

d3rlpy. An offline deep reinforcement learning library

rapidfuzz-rs. Rapid fuzzy string matching in Rust using various string metrics

statrs. Statistical computation library for Rust

rand_simple. Rust

russell. Rust Scientific Library. ODE, DAE, and PDE solvers. Special functions (Bessel, Elliptic, Beta, Gamma, Erf). Linear algebra. Sparse solvers. Probability distributions. Tensor calculus. Numerical continuation.

compiled. Compiled variants of the Python standard library.

ML-For-Beginners. 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

polars-xdt. Polars plugin offering eXtra stuff for DateTimes

kiddo. Kiddo

ahocorasick_rs. Check for multiple patterns in a single string at the same time: a fast Aho-Corasick algorithm for Python

kodama. Fast hierarchical agglomerative clustering in Rust.

rust. Empowering everyone to build reliable and efficient software.

polars_ds_extension. Polars extension for general data science use cases

nalgebra. Linear algebra library for Rust.

Rust. All Algorithms implemented in Rust

faer-rs. Linear algebra foundation for the Rust programming language

ndarray. ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

pyo3-polars. Plugins/extension for Polars

kd-tree. k-dimensional tree

rust-numpy. PyO3-based Rust bindings of the NumPy C-API

bootcamp. Rust

dataframe-api-compat. Extremely lightweight compatibility layer between pandas and Polars

candle. Minimalist ML framework for Rust

smartcore. A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

functime. Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.

polars. Extremely fast Query Engine for DataFrames, written in Rust

orjson. Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

cleanlab. Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

joshuto. ranger-like terminal file manager written in Rust

lapce. Lightning-fast and Powerful Code Editor written in Rust

basic_markov_decision_process. basic markov decision process in Rust

rust_polynomials_fft. Rust

bevy_easings. Easing and simple animations for Bevy

bevy-cheatbook. Unofficial Reference Book for the Bevy Game Engine

Noq. Simple expression transformer that is not Coq.

FractalSoundExplorer. Explore fractals in an audio-visual sandbox

imagehash. A Python Perceptual Image Hashing Module

manim. A community-maintained Python framework for creating mathematical animations.

anima. Godot: run sequential and parallel animations with less code

eh_Transitions. Godot plugin to help with Scene Transitions.

gdsdecomp. Godot reverse engineering tools