Popular GitHub Repositories for Adaptive Sparse Connectivity

AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memory, smart features, and a versatile plugin system, AGiXT delivers efficient and comprehensive AI solutions.

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Metric depth estimation from a single image

A package for the sparse identification of nonlinear dynamical systems from data

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

My personal prompt library for various LLMs + scripts & tools. Suitable for models from Deepseek, OpenAI, Claude, Meta, Mistral, Google, Grok, and others.

[ICLR'23 Spotlight?] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

Programmable CUDA/C++ GPU Graph Analytics

an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch

Riemannian Adaptive Optimization Methods with pytorch optim

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

Library for specialized dense and sparse matrix operations, and deep learning primitives.

SPLADE: sparse neural search (SIGIR21, SIGIR22)

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time