Hollen0318/dlsys-solution
My solutions to the assignments of dlsys course (CSE599G1: Deep Learning System Spring 2017)
Ph.D. Student of Computer Engineering at the University of Virginia
Repositories
Hollen0318/Neural-Machine-Translation
PyTorch implementation of "Effective Approaches to Attention-based Neural Machine Translation" using scheduled sampling to improve the parameter estimation process.
Hollen0318/assignment1
Assignment 1: automatic differentiation
Hollen0318/mit-cs-math-6042-fall-2010-problems
MIT CS 6.042 opencourseware Fall 2010 problems + solutions
Hollen0318/auto_diff
assignment from https://github.com/dlsys-course/assignment1
Hollen0318/breast-mri-normalization
Hollen0318/error-detection
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
Hollen0318/Solution_Data_Structure
Solution for exercises in CS 61B - Spring 2018
Hollen0318/Distilling-the-Knowledge-in-a-Neural-Network
Demonstration of transfer of knowledge and generalization with distillation
Hollen0318/fetal_brain_seg
A toolkit for fetal brain localization and segmentation using deep learning
Hollen0318/python-modularity-maximization
Python implementation of Newman's spectral methods to maximize modularity.
Hollen0318/brain-segmentation
Deep learning based skull stripping and FLAIR abnormality segmentation in brain MRI using U-Net
Hollen0318/deepcommunitydetection
PyDCD: A Deep Learning-Based Community Detection Software in Python for Large-scale Networks
Hollen0318/skeleton-sp19
Hollen0318/pytorch-fm
Factorization Machine models in PyTorch
Hollen0318/ML-Murphy
Complete solutions for exercises and MATLAB example codes for "Machine Learning: A Probabilistic Perspective" 1/e by K. Murphy
Hollen0318/Operating-systems-Three-easy-pieces
Exercises from the book "Operating systems: Three easy pieces"
Hollen0318/lectureCode-sp19
Code created for lecture during spring 19
Hollen0318/OSTEP-Solution
Operating System Three Easy Pieces Solution.
Hollen0318/NiftyMIC
NiftyMIC is a research-focused toolkit for motion correction and volumetric image reconstruction of 2D ultra-fast MRI.
Hollen0318/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Hollen0318/Princeton-Algorithms-Summer-2022
My assignments & projects code for the Princeton-Algorithm-Summer-2022
Hollen0318/Operation-Systems-Summer-2022
Operation Systems Codes for Summer 2022
Hollen0318/pytorch-cifar
95.47% on CIFAR10 with PyTorch
Hollen0318/pixmix
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)
Hollen0318/Coursera_Neural_Network_PyTorch
This repository fixes the bugs in the Coursera Class Neural Network with PyTorch
Hollen0318/RF2
RF^2 is a federated recommendation learning simulation framework that can simulate realistic system-induced data heterogeneity and its effect on various tier-aware FL optimizations.
Hollen0318/TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
Hollen0318/lectureCode-sp17
Hollen0318/Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase