somoclu
by peterwittek
Massively parallel self-organizing maps: accelerate training on multicore CPUs, GPUs, and clusters
AI summary
Map trainer
A software library for training self-organizing maps on large datasets using parallel computing techniques.
- stars
- 268
- forks
- 70
- watching
- 28
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
SOM library
A Rust library for training and applying Self Organising Maps (SOM) to machine learning tasks.
Deep learning trainer
Provides a flexible and configurable framework for training deep learning models with PyTorch.
Algorithm Trainer
A framework to learn simple algorithms from examples by generating and visualizing intermediate solutions
Neural clustering library
A Python library implementing a neural network-based algorithm for unsupervised data analysis and visualization.
Neural network trainer
A toolkit for training neural networks on the ImageNet dataset using multiple GPUs.
LLM trainer
A PyTorch-based framework for training large language models in parallel on multiple devices
Machine learning trainer
A Python implementation of a distributed machine learning framework for training neural networks on multiple GPUs
YOLO detector trainer
Trains a YOLOv2 object detector from scratch using Tensorflow
Language model trainer
A toolkit for training neural network language models
mljs/som23
Data mapper
An implementation of a self-organizing map algorithm for mapping high-dimensional data to lower-dimensional spaces.
Parallelism framework
A pretraining framework for large language models using 3D parallelism and scalable training techniques
Map
A package implementing a thread-safe map with expiring key-value pairs
Map visualization library
A Python package to create interactive maps of geographical datasets
Image processor
A tool for combining and preparing aerial images for mapping purposes
Generalization booster
Improves deep network generalization under noise and enhances self-supervised representation learning
Featured in 1 awesome list
Each link jumps to the spot where the list mentions somoclu.
