Pinned Repositories
gluon-slides
Slides from MXNet Gluon tutorials
icu_rnn
Public repository for multilabel classification of medical diagnoses with LSTM RNNs
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.
label_shift
A simple algorithm to identify and correct for label shift.
machine-learning-resources
A (possibly/eventually annotated?) collection of resources (books, demos, lectures, etc) that I personally like for various topics in machine learning.
mxnet-slides
Slides from MXNet tutorials
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!
reading-list
Tracking books that I {have, currently, or plan to} read
zackchase's Repositories
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/.
zackchase/python-wow
Python, so easy, wow!
zackchase/mxnet-slides
Slides from MXNet tutorials
zackchase/icu_rnn
Public repository for multilabel classification of medical diagnoses with LSTM RNNs
zackchase/machine-learning-resources
A (possibly/eventually annotated?) collection of resources (books, demos, lectures, etc) that I personally like for various topics in machine learning.
zackchase/label_shift
A simple algorithm to identify and correct for label shift.
zackchase/reading-list
Tracking books that I {have, currently, or plan to} read
zackchase/gluon-slides
Slides from MXNet Gluon tutorials
zackchase/intrinsic-fear-dqn
Avoiding catastrophic failures in reinforcement learning by learning to shape rewards.
zackchase/label-shift
Detect, quantify, and correct for label shift with black box predictors. Guarantee included.
zackchase/mxnet-docs
Staging ground for overhauling the MXNet documentation
zackchase/beermind
deepx
zackchase/PyRNN
A general purpose RNN library based on Python & theano.
zackchase/dnn-quant
Tool for building deep / recurrent neural network models for systematic fundamental investing.
zackchase/excel-windows-mac-commands
A simple table to cross-reference MAC & PC commands for using MS Excel
zackchase/DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
zackchase/fairness-dynamics
Numerical experiments examining various toy economic models relating to selection processes (e.g. hiring).
zackchase/learning_permutations
A set of experiments to determine if it's possible to recover spatial (local) structure in data.
zackchase/mxnet-notebooks
Notebooks for MXNet
zackchase/convnets-keras
zackchase/ddc
Dance Dance Convolution dataset tools and models
zackchase/inverse_nn
Experiments exploring the reversibility of neural networks
zackchase/learningActivations
zackchase/ml_datasets
A simple utility to load toy datasets into memory.
zackchase/mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
zackchase/numpy
Numpy main repository
zackchase/sdgan
Implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"
zackchase/tensorflow
Open source software library for numerical computation using data flow graphs.
zackchase/tensorflow_tutorial
A simple set of experiments to get going with tensor flow.
zackchase/zackchase.github.io
personal website