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v923z / micropython-ulab

a numpy-like fast vector module for micropython, circuitpython, and their derivatives

★ 502 C 23d ago
bamboostrip / Handwriting-simulator

把普通文本变成以假乱真的手写体图片:手写字体 + 信纸背景 + 字距/行距/笔画随机扰动。GUI(PyQt6)与 CLI 双入口,numpy/scipy 高性能渲染引擎。

★ 185 Python 1mo ago
Ali-Marandi / PyFluidDynamics

A professional Python library for 2D incompressible Navier-Stokes simulations using the Finite Difference Method, with advanced visualization.

★ 108 Python 1mo ago
OpSafari / laborix

Autonomous experiment-pipeline orchestrator: versioned research-plan DSL with dependency DAGs, deterministic checkpoint/resumable executor, tamper-evident provenance ledger, UCB1/Thompson schedulers with measured regret against synthetic oracles, ablation bookkeeping, offline report synthesis. NumPy core, CPU-only torch extra.

★ 86 Python 6d ago
bangbuilds / code-poem-film

Claude Code skill:说一首诗,做出一条水墨手绘风 2D 动画(代码逐帧绘制 + 朗诵逐字对位 + numpy 配乐)

★ 58 JavaScript 17d ago
MahdiKordian / DataForge

Automated data preparation for machine learning. Load a dataset, clean, transform, encode, scale and split it, explore it with built-in analysis, and export model-ready data with a full report. Built with Python and Streamlit.

★ 47 Python 12d ago
cloveric / claude-drawing-skill

Claude paints with code: a Claude Code skill for procedural illustration in 74 styles, from ink wash (水墨), watercolour and ukiyo-e to stained glass, Roman mosaic, Art Deco, shadow puppets, X-ray, VHS tape, pastel UI, dry-brush blocks, hatched nocturnes, a note-app UI and Flexoki paper. No image model: numpy + Pillow on a CPU, draw-on GIFs.

★ 46 Python 2d ago
dev-luigi / neural-network-digits

Neural network from scratch in pure Python + NumPy that recognises handwritten digits (MNIST), with an educational GUI: watch it learn, tweak it while it trains, look inside every layer.

★ 41 Python 19d ago
alikhalilli / linearly

The math of AI, drawn and coded. A free, visual-first linear algebra course following MIT 18.06.

★ 35 MDX 2mo ago
hawaiicoco / slotvox

End-to-end spoken language understanding toolkit: a small trainable neural audio codec with RVQ, joint intent-and-slot models over speech features, streaming partial intents, a speech-LLM instruction data pipeline, and turn-level evaluation with reproducible reports. NumPy core with a CPU-only torch extra; synthetic data only, fully offline.

★ 35 Python 20d ago
StarWorkshop / wavrail

Streaming speech recognition toolkit: log-mel features, CTC greedy and prefix-beam decoding, transducer-style frame-synchronous emission, forced alignment, Chinese/English CER-WER metrics, and a chunked streaming pipeline with latency accounting. NumPy core with a CPU-only torch extra; trainable demos on synthetic audio, fully offline.

★ 31 Python 24d ago
VivekKhanna0 / Qthermo

Thermodynamic analysis for open quantum systems. Define a cycle as a sequence of strokes; get heat, work, entropy production, COP, and trajectory-resolved distributions. Validated against analytic limits. Built on numpy/scipy.

★ 30 Python 24d ago
hamza01055 / ml-from-scratch

Machine learning from scratch with Python and NumPy. Explore 12 chapters covering regression, neural networks, trees, clustering, SVMs, and autodiff with mathematical derivations, interactive notebooks, gradient verification, and 59 automated tests. No scikit-learn or PyTorch.

★ 28 Jupyter Notebook 6d ago
aadya940 / scikit-verify

Trace Python+NumPy programs into SymPy formulas and check them symbolically, across all branches