Pinned Repositories
A-
Alberta-University_Reinforcement-Learning
The specialization of Reinforcement Learning by Alberta University on Coursera
alpr-TensorRT7
alpr-unconstrained
License Plate Detection and Recognition in Unconstrained Scenarios
AQLM-x
Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf and PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression https://arxiv.org/abs/2405.14852
BHFL
Deep-Learning-Specialization
FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
Machine-Learning-by-Andrew-NG
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
shuangyichen's Repositories
shuangyichen/alpr-unconstrained
License Plate Detection and Recognition in Unconstrained Scenarios
shuangyichen/Alberta-University_Reinforcement-Learning
The specialization of Reinforcement Learning by Alberta University on Coursera
shuangyichen/Deep-Learning-Specialization
shuangyichen/FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
shuangyichen/Machine-Learning-by-Andrew-NG
shuangyichen/yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
shuangyichen/A-
shuangyichen/alpr-TensorRT7
shuangyichen/AQLM-x
Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf and PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression https://arxiv.org/abs/2405.14852
shuangyichen/BHFL
shuangyichen/delphi
A Cryptographic Inference Service for Neural Networks
shuangyichen/falcon-public
Implementation of protocols in Falcon
shuangyichen/FedPETuning
shuangyichen/FedRolex
[NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan, and Mi Zhang
shuangyichen/FS-LLM
An easy-to-use federated learning platform
shuangyichen/HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients
[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
shuangyichen/HitachiSecFedLearning
Robust Secure Federated Learning through MPHE
shuangyichen/lattigo
A library for lattice-based homomorphic encryption in Go
shuangyichen/leetcode_python_0311
shuangyichen/qlora_fl
QLoRA: Efficient Finetuning of Quantized LLMs
shuangyichen/Qt_Basler_opencv_udp_sql_modbus_skyblue-glowdetections
shuangyichen/Robotics-Perception-UPenn
shuangyichen/SEAL
Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
shuangyichen/SEAL-FYP-Logistic-Regression
My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.
shuangyichen/secFL
shuangyichen/securenn-public
Implementation of protocols in SecureNN.
shuangyichen/Split-VFL
shuangyichen/tmp