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advancedml

Reading list for the Advanced Machine Learning Course

agc2022_task1_detection

agc2022_task2_peoplecounting

agc2022_task3_ocr

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

colab_inverseproblem

computer-vision-aaa534

Computer Vision (AAA534) at Korea University

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

dfe604-2021f

Basic Artificial Intelligence Theory

dooly

Useful Matlab functions for csvread, timestamp, and comments.

dp-mmglm

Manifold-valued Dirichlet Processes on SPD manifolds

drone_challenge

Archive for AI grand challenge

kgmm_interpolation

Interpolation on the manifold of k component GMMs

lvgm-cvpr2016

Latent Variable Graphical Model Selection using Harmonic Analysis: Applications to the Human Connectome Project (HCP) Won Hwa Kim∗ Hyunwoo J. Kim∗ Nagesh Adluru Vikas Singh University of Wisconsin-Madiso

mmglm_htcondor

MATLAB Scripts to perform MMGLMs over HTCondor

mmglmaws

Code to run multiple jobs parallely over AWS (similar to HTCondor)

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

riem-cca

riem-mem-cvpr2017

Riemannian Nonlinear Mixed Effects Models: Analyzing LongitudinalDeformations in Neuroimaging.

riem-mglm-cvpr2014

selar

Official PyTorch Implementation of "Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs". NeurIPS 2020.

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility