1.NandhaKishorM / laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
Ranked by Attention Score: stars gained over the last 30 complete days
18 repositories by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.
We write your reusable computer vision tools. 💜
deep learning for image processing including classification and object-detection etc.
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
Statistical Machine Intelligence & Learning Engine
Deep neural network to extract intelligent information from invoice documents.
A curated list of data mining papers about fraud detection.
ThunderSVM: A Fast SVM Library on GPUs and CPUs
mlr3: Machine Learning in R - next generation
Natural language detection
An open source library and framework for deep learning on satellite and aerial imagery.
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Machine Learning in R
A Tool for Automatic Analysis of Malware Behavior