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academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

adv-eval-paper

LaTeX source for the paper "On Evaluating Adversarial Robustness"

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

adversarial-examples

Adversarial examples for MNIST

adversarial-examples-reading-list

This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.

adversarial-machine-learning-tutorial

adversarial machine learning sample

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

adversarial_audio

adversarialnetspapers

The classical paper list with code about generative adversarial nets

agkd-bml

Codes for ICCV 2021 paper "AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning"

alocc-cvpr2018

Adversarially Learned One-Class Classifier for Novelty Detection

awesome-audio-visualization

A curated list about Audio Visualization.

awesome-speech-recognition-speech-synthesis-papers

Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

bbb-optimize

Better audio quality, increase recording processing speed, dynamic video profile, pagination, fix 1007/1020 errors and use apply-config.sh to manage your customizations are some key techniques for you to optimize and smoothly run your BigBlueButton servers.

bigbluebutton-exporter

Prometheus exporter for BigBlueButton

bigbluebutton-map

Map of BigBlueButton adopters

birdnet

Soundscape analysis with BirdNET.

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

child-face-generation

Deep Convolutional Conditional GAN and Supervised CNN for generating children's faces given parents' faces

class.vision

Intro to computer vision

coding-interview-university

A complete computer science study plan to become a software engineer.

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

decision_boundary_demo

Matplotlib visualisation of decision boundaries for neural networks

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning-models

A collection of various deep learning architectures, models, and tips

docker

important and useful Docker commands:

docker-elk-syslog

Docker elk stack with syslog input