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annotated_research_papers

This repo contains annotated research papers that I found really good and useful

awesome-federated-learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

bolt_uc_berkeley_wearable

Athletic Performance Tracker & Injury Prevention

correlation_aware_ddos_iot

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

fediot

Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.

fedml

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

fedrolex

[NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan, and Mi Zhang

hatex

'h'omeworks, 'a'ssignments 'tex' for courses at USC

mask-rcnn-edge-computing-for-design-development-of-a-smart-eye-wearable-for-the-visually-impaired

morse-decyption

neural-network-model-for-danger-predictions-pytorch

Design and Development of a Neural Network for Danger predictions in the Industry according to input parameters using Pytorch - Binary Classification(Specifically performed on an Industrial Datasets)

nn

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

reddit-flair-prediction-iiitd

simple-python-file-transfer-server

A simple python file transfer server, that allows the user to download files from the server

smartglass

soluciones-klenberg

Algorithm Design (Kleinberg Tardos 2005) - Solutions

tamoghna-s

Config files for my GitHub profile.

tamoghna-sarkar.github.io

tendermint_demo

tinyengine

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; MCUNetV3: On-Device Training Under 256KB Memory

ucla-hackathon

Attachments for RICognEyes

youplot

A command line tool that draw plots on the terminal.