sanglee Goto Github PK

aft

ai-sec1

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

bds_ws

Biomedical Data Science Winter School

biml-2024

BIML-2024

biml2021

BIML2021 Introduction to SVM

bytecontroller

An OS X menu bar application for controlling iTunes, Spotify and VLC

caffe-mc-opencl

Caffe Deep Learning Software with Model Compression by Sparse Coding (Backend: OpenCL)

collateral-learning

Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks

coursera-applied-data-science-with-python

Repository for coursera specialization Applied Data Science with Python by University of Michigan

cs229_notes

All of the lecture notes from CS229: Machine Learning

daf

devectorize.jl

A Julia framework for delayed expression evaluation

dotemacs

My .emacs and .bash_profile configuration (for syncing between computers)

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

fhc

Federated Hypersphere Classifier

gpukernel

Kernel Approximation using GPUs

hands_on_julia

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jump.jl

Modeling language for Mathematical Programming (linear, mixed-integer, conic, nonlinear)

knet.jl

libra-cam

Libra-CAM: An Activation-Based Attribution Based on the Linear Approximation of Deep Neural Nets and Threshold Calibration

linesearches.jl

Line search methods for optimization

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

math4ml

Notes on mathematical topics that pertain to machine learning

mc-aton

Improving the Robustness of Model Compression by On-Manifold Adversarial Training

mocha.jl

Deep Learning framework for Julia

mxnet.jl

MXNet Julia Package - flexible and efficient deep learning in Julia

nipspreview

Scripts that generate .html to more easily see NIPS papers

opti725

Optimization (10/36-725) at CMU