6 results found Sort:

ildoonet
pytorch-gradual-warmup-lr ildoonet
126
977
mit
11
Gradually-Warmup Learning Rate Scheduler for PyTorch
pytorch multigpu multinode deep-learning pytorch-extension learning-rate-decay large-scale-learning
Created 2019-01-16
41 commits to master branch, last one about a month ago
litian96
FedProx litian96
158
648
mit
5
Federated Optimization in Heterogeneous Networks (MLSys '20)
parallel-learning large-scale-learning federated-optimization distributed-optimization
Created 2019-01-25
13 commits to master branch, last one 3 years ago
FalkonML
falkon FalkonML
22
181
mit
5
Large-scale, multi-GPU capable, kernel solver
ai kernel python pytorch kernel-methods machine-learning large-scale-learning
Created 2020-06-16
363 commits to master branch, last one 4 months ago
Luffy03
Large-Scale-Medical Luffy03
6
95
apache-2.0
5
[CVPR 2024 Extension] 160K volumes (42M slices) datasets, new segmentation datasets, 31M-1.2B pre-trained models, various pre-training recipes, 50+ downstream tasks implementation
benchmark pretrained-models large-scale-learning medical-image-analysis self-supervised-learning medical-image-segmentation
Created 2024-10-08
182 commits to main branch, last one 3 days ago
cmdevries
LMW-tree cmdevries
20
75
bsd-3-clause
9
Learning M-Way Tree - Web Scale Clustering - EM-tree, K-tree, k-means, TSVQ, repeated k-means, bitwise clustering
bit-vectors random-indexing k-means-clustering random-projections clustering-algorithm large-scale-learning streaming-algorithms hierarchical-clustering locality-sensitive-hashing
Created 2013-08-15
130 commits to master branch, last one 9 years ago
hiroyuki-kasai
RSOpt hiroyuki-kasai
23
64
mit
5
Riemannian stochastic optimization algorithms: Version 1.0.3
sgd big-data manifold optimization online-learning machine-learning variance-reduction riemannian-manifold large-scale-learning stochastic-optimizers nonlinear-optimization non-convex-optimization optimization-algorithms riemannian-optimization stochastic-optimization constrained-optimization machine-learning-algorithms stochastic-gradient-descent nonlinear-optimization-algorithms
Created 2018-07-12
63 commits to master branch, last one about a year ago