Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
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Uniform Manifold Approximation and Projection
- umap
- dimensionality-reduction
- visualization
- machine-learning
Dimensional is the agentic operating system for physical space. Command humanoids, quadrupeds, drones, and other hardware platforms in natural language and build multi-agent systems that work seamlessly with physical input (cameras, lidar, actuators).
Learning in infinite dimension with neural operators.
- neural-operator
- neural-operators
- partial-differential-equations
- pytorch
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
- neural-network
- computer-vision
- sparse-tensors
- convolutional-neural-networks
napari: a fast, interactive, multi-dimensional image viewer for python
- napari
- numpy
- visualization
- python
A curated list of community detection research papers with implementations.
- graph-clustering
- network-clustering
- clustering
- dimensionality-reduction
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
- python
- feature-extraction
- data-reduction
An implementation of chunked, compressed, N-dimensional arrays for Python.
- zarr
- ndimensional-arrays
- compressed
- python
CUDA integration for Python, plus shiny features
- python
- pycuda
- gpu
- gpu-computing
A Python toolbox for gaining geometric insights into high-dimensional data
- data-visualization
- high-dimensional-data
- python
- topic-modeling
Text Classification Algorithms: A Survey
- text-classification
- nlp-machine-learning
- document-classification
- text-processing
An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.
- itk
- insight-toolkit
- jupyter
- jupyter-widget
Ropedia W0: Scaling Loco-Manipulation World Models across Embodiments with Human Experience
- cross-embodiment
- human-data
- loco-manipulation
- world-models
A fast xgboost feature selection algorithm
- machine-learning
- machine-learning-algorithms
- feature-selection
- xgboost-algorithm
Open-source software for exploring and analyzing large, high-dimensional image-derived data.
- cellprofiler-analyst
- cellprofiler
- image-analysis
- machine-learning
A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.
Deterministic quality scorer for AI agent instruction files — 8-dimension scoring with security, multi-format (SKILL.md, CLAUDE.md, .cursorrules, AGENTS.md), anti-gaming detection, zero dependencies
- autoresearch
- claude-code
- cli
- developer-tools
A three-dimensional esoteric programming language