Danbury Artificial Intelligence Group's repositories
SG_DLB_2017
Repo for our deep learning book study group launched in October 2017.
DeepLearningBookCompanion
A unofficial companion repo to the Deep Learning Book by Ian Goodfellow/et.al. Includes code, notebooks, and notes.
MachineLearningResources
An aggregation of resources for studying and keeping up to date with Machine Learning.
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
AUG2016-TensorFlow-Presentation-by-Andrew-Rib
A TensorFlow presentation that will be given at the August meeting of Danbury AI.
nvidia-docker
Build and run Docker containers leveraging NVIDIA GPUs
pgm-presentation
Danbury AI presentation on PGM's
Presentations
A central repo for resources of all of our talks.
SEP2016-Making-Ants-Smarter-by-Tom
Repository for fuzzy logic presentation at Danbury AI - Sep 6 2016
TensorFlow-Workshop-March-2017
TensorFlow Workshop given at the March 2017 Meeting of Danbury AI
WeekGroupCode
Collective code produced by Danbury AI exploring different problems.
WorkshopScipy
A workshop for scientific computing in Python. ( December 2017 )
CDSS
Collaborative Data Science System ( CDSS )
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
docker-cheat-sheet
Docker Cheat Sheet
fast-style-transfer
Fast Style Transfer in TensorFlow ⚡🖥🎨🖼
IntroD3
A few example D3.js projects.
itila_sg_2018
Study group for "Information Theory, Inference, and Learning Algorithms" - http://www.inference.org.uk/itprnn/book.pdf
JUL2016-Bayesean-Networks-by-Brian
Our first meeting.
lstm-char-cnn-tensorflow
LSTM language model with CNN over characters in TensorFlow
MLAlgorithms
Minimal and clean examples of machine learning algorithms
neural-style
Neural style in TensorFlow! :art:
pix2pix-tensorflow
TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
tensorflow-fcn
An Implementation of Fully Convolutional Networks in Tensorflow.
tensorflow-value-iteration-networks
TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper
tensorflow-vgg16
conversation of caffe vgg16 model to tensorflow