naejin

ai_notes

machine learning/artificial intelligence notes

CLR

CS231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dotfiles

DSB2017

Code for 2nd place solution to the 2017 National Data Science Bowl

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

FC-DenseNet

Fully Convolutional DenseNets for semantic segmentation.

kaggle_ndsb2017

Kaggle datascience bowl 2017

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

One-Hundred-Layers-Tiramisu

Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)

paip-lisp

Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytudes

Python programs to practice or demonstrate skills.

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Sequencer

An algorithm that detects one-dimensional sequences in complex datasets

stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

wtte-rnn

WTTE-RNN a framework for churn and time to event prediction