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horcrux

The Dropbox for IPFS (without the icky stuff)

how_to_generate_images

This is the code for "How to Generate Images - Intro to Deep Learning #14' by Siraj Raval on YouTube

how_to_make_a_tensorflow_image_classifier_live

how_to_make_an_image_classifier

This is the code for the "How to Make an Image Classifier" - Intro to Deep Learning #6 by Siraj Raval on Youtube

how_to_use_tensorflow_for_classification-live

This is the code for the "How to Use Tensorflow for Classification" live session by Siraj Raval on Youtube

how_to_win_slot_machines

This is the code for "How to Do Win Slot Machines - Intro to Deep Learning #13' by Siraj Raval on YouTube

html-css-bootcamp

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

im2recipe

Code supporting the CVPR 2017 paper "Learning Cross-modal Embeddings for Cooking Recipes and Food Images"

ipfs-arxiv

Machine Learning papers from arXiv hosted on IPFS website.

ipython-notebooks

Informal IPython experiments and tutorials. TensorFlow, machine learning/deep learning/RL, NLP applications.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

jupyter-notify

A Jupyter Notebook magic for browser notifications of cell completion

k_means_clustering

This is the code for "K-Means Clustering - The Math of Intelligence (Week 3)" By SIraj Raval on Youtube

kadenze-deep-creative-apps

Kandenze creative applications of deep learning in TensorFlow assignments

kadenze-dl

Small application to download Kadenze (https://www.kadenze.com) videos for courses you enrolled in

kaggle-cifar

Code for the CIFAR-10 competition at Kaggle, uses cuda-convnet

kaggle-dsb2-keras

Keras tutorial for Kaggle 2nd Annual Data Science Bowl

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-convautoencoder

Keras autoencoders (convolutional/fcc) [proof of concept]

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

keras_mnist_cae

Convolutional autoencoder example using Keras and MNIST dataset

kfkd-tutorial

Code for my Kaggle Facial Keypoints Detection tutorial

lab

A customisable 3D platform for agent-based AI research

ladder

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning

lasagne

Lightweight library to build and train neural networks in Theano

lasagne-vae

re-implementation of variational auto encoder with Lasagne

learning-to-learn

Learning to Learn in TensorFlow

libsdae-autoencoder-tensorflow

A simple Tensorflow based library for Deep autoencoder and denoising AE.