lynnhongliu Goto Github PK

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

loss-landscape

Code for visualizing the loss landscape of neural nets

lsh_deeplearning

Scalable and Sustainable Deep Learning via Randomized Hashing

machine-learning-notes

This contains my past machine learning notes

mat-vae

A MATLAB implementation of Auto-Encoding Variational Bayes

mathsdl-spring18

Topics course Mathematics of Deep Learning, NYU, Spring 18

matlabfunc

Matlab codes for feature learning

micrograd

A tiny autograd engine and a neural net library on top of it, potentially for educational purposes

mlbop

Matlab code for S. Theodoridis' "Machine Learning: A Bayesian and Optimization Perspective" (2015).

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

mneuron

models

Models and examples built with TensorFlow

moe

A global, black box optimization engine for real world metric optimization.

neural-style-transfer-papers

:pencil2: Neural Style Transfer: A Review

nice_pytorch

Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

nrlpapers

Must-read papers on network representation learning (NRL)/network embedding (NE)

ntu-hsuantienlin-machinelearning

obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

och

oeh

Ordinal Embedding Hashing

onlinesimilaritymatching

Benchmark of online PCA algorithms

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

optimal-lsh

This package provides an efficient implementation of locality-sensitve hashing (LSH)

papers-of-robust-ml

Related papers for robust machine learning

par_experiments

Learning Robust Global Representations by Penalizing Local Predictive Power (NeurIPS 2019))

pdua

The Project of Our ICCV Paper

plat

pytorch-geometric-gan

Code accompanying the paper "Geometric GAN"

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more