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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

ai_composer

AI Composer for Machine Learning for Hackers #2

ai_reader

AI Reader for Machine Learning for Hackers #7

annabell

A cognitive neural architecture able to learn and communicate through natural language

basic_rnn_lstm

First go at optimizing an RNN/LSTM neural network for making new city names based off of the tensor flow tutorials. using tensor flow 0.12

cadl

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

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-keras-imdb

capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

chatterbot

ChatterBot is a machine learning, conversational dialog engine.

cryptonote

CryptoNote protocol implementation. This is the reference repository for starting a new CryptoNote currency. See /src/cryptonote_config.h

datasets

A collection of all my datasets

deep-image-analogy

The source code of 'Visual Attribute Transfer through Deep Image Analogy'.

deep_dream_challenge

Deep Dream Challenge code by @SIrajology on Youtube (Learn Python for Data Science #5)

deepchatmodels

Conversation models in TensorFlow.

differentiable_neural_computer_live

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

dnc-tensorflow

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

docker-py3-machine-learning

Docker image for reproducible machine learning in Python3

dockerparseymcparsefaceapi

Serve the Parsey McParseface API using TF Serving infrastructure (Protocol buffers)

facebook-messenger-bot

Facebook chatbot that I trained to talk like me using Seq2Seq

fast-style-transfer

Fast Style Transfer in TensorFlow! ⚡🖥🎨🖼

fastai

The fast.ai deep learning library, lessons, and tutorials

fastbook

The fastai book, published as Jupyter Notebooks

game-ai

Game AI for Machine Learning for Hackers #3

how_to_make_a_chatbot

This is the code for "How to Make a Chatbot - Intro to Deep Learning #12' by Siraj Raval on YouTube

inception-v4

Implementation of Google's Inception v4 architecture in Keras

keras

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

keras-inceptionv4

Keras Implementation of Google's Inception-V4 Architecture (includes Keras compatible pre-trained weights)