cometyang

altair

Declarative statistical visualization library for Python

amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

bens-blog-code

code snippets from my blog

Coloring-greyscale-images-in-Keras

Coloring B&W portraits with neural networks.

d3-boxes

Nested box layout for use with D3 visualizations.

DeepNeuralNetworkDemo

DeepReinforcementLearningThatMatters

Accompanying code for "Deep Reinforcement Learning that Matters"

dlbench

Benchmarking State-of-the-Art Deep Learning Software Tools

EvalAI

:cloud: Evaluating state of the art in AI

explanation_explorer

A user interface to interpret machine learning models.

fairseq-py

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast-style-transfer-deeplearnjs

Demo of in-browser Fast Neural Style Transfer with Deeplearn.JS library

franchise

🍟 a notebook sql client. what you get when have a lot of sequels.

gluon-api

A clear, concise, simple yet powerful and efficient API for deep learning.

keras-gp

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

Lifting-from-the-Deep-release

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

mlm

Docker setup for (Bayesian) Multilevel modelling of spatial data in Python/R

mocogan

MoCoGAN: Decomposing Motion and Content for Video Generation

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

ngraph.path

Path finding in a graph

opendata_viz

Code behind medium blog

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

SENet-Tensorflow

Simple Tensorflow implementation of Squeeze Excitation Networks using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

spykes

Tools for spike data analysis and visualization

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

vrn

:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"