katyprogrammer

20_news_group_experiement_small_rank

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

CADL

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

cnn-style-transfer

CNN visualization and style trasnfer

CNN_experiment_code

coding-interview-university

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

lecture_note

katyprogrammer/lecture_note

katyprogrammer/20_news_group_experiement_small_rank

katyprogrammer/CADL

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

katyprogrammer/cnn-style-transfer

CNN visualization and style trasnfer

katyprogrammer/CNN_experiment_code

katyprogrammer/coding-interview-university

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

katyprogrammer/deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

katyprogrammer/django

The Web framework for perfectionists with deadlines.

katyprogrammer/dream

a special mechanism to decrease the catastrophic forgetting issues and warm start the neural network under sequential training setting(Task A -> B -> C)

katyprogrammer/dream-experiment

This is the repository for recording my experiment

katyprogrammer/fast-style-transfer

TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼

katyprogrammer/finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow 1.0

katyprogrammer/keras_npi

NPI(Neural Programmer-Interpreters) implementation with Keras

katyprogrammer/label-representation

This is repository for the experiment on label-representation learning on multitask

katyprogrammer/large-scale-machine-learning

the is the repository for teaching large-scale-machine-learning

katyprogrammer/lecture-notes

This is the lecture notes for regularization on neural network

katyprogrammer/maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

katyprogrammer/meta-learning-lstm

This repo contains the source code accompanying a scientific paper with the same name.

katyprogrammer/MINST_shallow

katyprogrammer/neural-style

convoluational neural network visualization and style transfer

katyprogrammer/pre-trained-word-embeddings

using pre-trained word embeddings to do news popularity classification

katyprogrammer/regularization-experiment

This is an experiment of different regularization methods implement in Keras on the CIFAR-10 experiment

katyprogrammer/regularization-lecture-notes

katyprogrammer/Relation-Network-Tensorflow

Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.

katyprogrammer/slides

katyprogrammer/SNNs

Tutorials and implementations for "Self-normalizing networks"

katyprogrammer/TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

katyprogrammer/transfer_learning_experiment_code

katyprogrammer/transfer_learning_experiment_data

This is for storing the experiment data of my research project.

katyprogrammer/visualization-and-style-transfer

A tutorial for visualizing convolutional neural network and style trasnfer