large-scale-learning | Topic | Ecosyste.ms: Repos

Topic: "large-scale-learning"

ildoonet/pytorch-gradual-warmup-lr

Gradually-Warmup Learning Rate Scheduler for PyTorch

Language: Python - Size: 52.7 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 988 - Forks: 126

litian96/FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

Language: Python - Size: 29.4 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 599 - Forks: 155

FalkonML/falkon

Large-scale, multi-GPU capable, kernel solver

Language: Python - Size: 7.54 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 177 - Forks: 20

kuanghuei/clean-net

Tensorflow source code for "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise" (CVPR 2018)

Language: Python - Size: 875 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 85 - Forks: 28

cmdevries/LMW-tree

Learning M-Way Tree - Web Scale Clustering - EM-tree, K-tree, k-means, TSVQ, repeated k-means, bitwise clustering

Language: C++ - Size: 74.5 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 74 - Forks: 20

hiroyuki-kasai/RSOpt

Riemannian stochastic optimization algorithms: Version 1.0.3

Language: MATLAB - Size: 7.62 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 19

xternalz/AE-WTN

Scaling Object Detection by Transferring Classification Weights

Language: Python - Size: 90 MB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 29 - Forks: 8

pputzky/irim_fastMRI

i-RIM applied to the fastMRI challenge data.

Language: Python - Size: 1.3 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 26 - Forks: 8

SLAMPAI/large-scale-pretraining-transfer

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

Language: Jupyter Notebook - Size: 401 KB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 4

rdspring1/MISSION

MISSION: Ultra Large-Scale Feature Selection using Count-Sketches

Language: C++ - Size: 56.6 KB - Last synced at: 20 days ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 6

benedekrozemberczki/NestedSubtreeHash

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

Language: Python - Size: 151 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 8

jmdvinodjmd/LIBS2ML

LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms

Language: C++ - Size: 221 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 7

cmpark0126/pytorch-LARS

Language: Python - Size: 1.87 MB - Last synced at: 14 days ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 3

dselivanov/FM

Fast Factorization Machines

Language: C++ - Size: 18.6 KB - Last synced at: 1 day ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 2

raffaello-camoriano/Enitor

Enitor provides the MATLAB implementation of several large-scale kernel methods.

Language: MATLAB - Size: 68.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 0

deepinsight/paralite

Machine Learning Platform Based on PS-Lite

Language: C++ - Size: 134 KB - Last synced at: 1 day ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 4

enricivi/SEMI-FALKON

Falkon is one of the most efficient algorithm able to work in a supervised large scale setting. This method is the result of a combination of three simple principles: sub-sampling, preconditioning and iterative solvers. In order to extend FALKON usability we have designed an extension able to work in a semi-supervised scenario.

Language: Python - Size: 23.6 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1