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advancedml

Reading list for the Advanced Machine Learning Course

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-gaze-estimation

Awesome Curated List of Eye Gaze Estimation Paper

binomial-mixture-model-with-em-algorithm

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

cs229_notes

All of the lecture notes from CS229: Machine Learning

csv-to-html-for-psychologists

This program converts .csv file to .html file

deepstream-facenet

Demo app on using Deepstream 5.0 with Facenet

dgl

dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

dind-nvidia-docker

nvidia-docker in DinD (Docker inside Docker)

dl-nlp-readings

My Reading Lists of Deep Learning and Natural Language Processing

dotfiles

:house: Personal dotfiles for *NIX systems

facilitylocationlp

head-pose-estimation

Head pose estimation by TensorFlow and OpenCV

iemo

Web-Based Interactive Multimodal Emotion Recognition Framework

l2-automl

local-loss-1

PyTorch code for training neural networks without global back-propagation

pytorch-bayes-by-backprop

PyTorch implementation of "Weight Uncertainties in Neural Networks" (Bayes-by-Backprop)

pytorch-deep-generative-replay

PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017

pytorch-dicom-classification

Code for analyzing medical images saved as .dicom files

pytorch-infogan-oop

objected oriented implementation of InfoGAN using PyTorch

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

sedona

Code for SEDONA: Search for Decoupled Neural Networks toward Greedy Block-wise Learning (ICLR 2021)

sr-capsnet

Code for Self-Routing Capsule Networks

variational-continual-learning

Implementation of the variational continual learning method

wavenet-classifier

Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks