zackchase

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

python-wow

Python, so easy, wow!

mxnet-slides

Slides from MXNet tutorials

icu_rnn

Public repository for multilabel classification of medical diagnoses with LSTM RNNs

machine-learning-resources

A (possibly/eventually annotated?) collection of resources (books, demos, lectures, etc) that I personally like for various topics in machine learning.

label_shift

A simple algorithm to identify and correct for label shift.

gluon-slides

Slides from MXNet Gluon tutorials

reading-list

Tracking books that I {have, currently, or plan to} read

intrinsic-fear-dqn

Avoiding catastrophic failures in reinforcement learning by learning to shape rewards.

label-shift

Detect, quantify, and correct for label shift with black box predictors. Guarantee included.

mxnet-docs

Staging ground for overhauling the MXNet documentation

beermind

deepx

PyRNN

A general purpose RNN library based on Python & theano.

dnn-quant

Tool for building deep / recurrent neural network models for systematic fundamental investing.

excel-windows-mac-commands

A simple table to cross-reference MAC & PC commands for using MS Excel

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

fairness-dynamics

Numerical experiments examining various toy economic models relating to selection processes (e.g. hiring).

learning_permutations

A set of experiments to determine if it's possible to recover spatial (local) structure in data.

mxnet-notebooks

Notebooks for MXNet

convnets-keras

ddc

Dance Dance Convolution dataset tools and models

inverse_nn

Experiments exploring the reversibility of neural networks

learningActivations

ml_datasets

A simple utility to load toy datasets into memory.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

numpy

Numpy main repository

sdgan

Implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"

tensorflow

Open source software library for numerical computation using data flow graphs.

tensorflow_tutorial

A simple set of experiments to get going with tensor flow.

zackchase.github.io

personal website