Pinned Repositories
fed2tier
Fed2Tier offers a two-tier federated learning approach, optimizing for eco-friendliness and efficiency. It improves model generalizability by integrating more edge devices and uniquely categorizing clients. The addition of intermediate nodes streamlines communication and reduces carbon emissions, enhancing both privacy and performance.
fl_framework_initial
Foundatations_of_ML_DL_Down_Town_University
This course will be taught by Anupam Borthakur and Sista Raviteja. All the relevant materials regarding the course will be shared here. All the students are hereby requested to check this course page at regular interval.
Foundations-on-Machine-Learing-Deep-learning-and-Neural-Networks
This is a online course repository for the students of Bapatla Engineerng College, India
framework
bdd100k
The repository comprises functions for analyzing dataset statistics for the BDD100k dataset, covering attribute distributions, unclear image detection, attribute counts, area statistics for bounding boxes and more. It also includes an object detection model for the BDD100k dataset
FedERA
FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.
ELiTNet
Source code for our paper "ATTENTION IN A LITTLE NETWORK IS ALL YOU NEED TO GO GREEN", accapted in ISBI 2023
Foundations-of-Machine-Learning-and-Deep-Learning
Foundations-of-ML-DL-JNTUK
Materials for the course Foundations of Machine Learning and Deep Learning delivered at JNTUK
anupam-kliv's Repositories
anupam-kliv/Foundatations_of_ML_DL_Down_Town_University
This course will be taught by Anupam Borthakur and Sista Raviteja. All the relevant materials regarding the course will be shared here. All the students are hereby requested to check this course page at regular interval.
anupam-kliv/fl_framework_initial
anupam-kliv/Foundations-on-Machine-Learing-Deep-learning-and-Neural-Networks
This is a online course repository for the students of Bapatla Engineerng College, India
anupam-kliv/fed2tier
Fed2Tier offers a two-tier federated learning approach, optimizing for eco-friendliness and efficiency. It improves model generalizability by integrating more edge devices and uniquely categorizing clients. The addition of intermediate nodes streamlines communication and reduces carbon emissions, enhancing both privacy and performance.
anupam-kliv/framework