d4le
With a background in bringing products to market, I've come to embraced Data Science as a new way see what might be, not what has been.
Denver, CO
Pinned Repositories
3d_nn
Raymarching neural network using shaders
anomaly_detection
Artistic-Style-Transfer-using-Keras-Tensorflow
Art to Image Style Transfer using Keras and Tensorflow.
autoencoders_mnist
Different types of autoencoders illustrated on MNIST using TensorFlow.
aws_scripts
Repository of useful scripts and instructions for using AWS
big-list-of-naughty-strings
The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.
Bios8366
Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics
bit
Bitcoin made easy.
colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In European Conference on Computer Vision (ECCV) 2016 (oral presentation).
every-happy-yelper
Applying the Anna Karenina to Yelp reviews
d4le's Repositories
d4le/Artistic-Style-Transfer-using-Keras-Tensorflow
Art to Image Style Transfer using Keras and Tensorflow.
d4le/aws_scripts
Repository of useful scripts and instructions for using AWS
d4le/Bios8366
Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics
d4le/bit
Bitcoin made easy.
d4le/colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In European Conference on Computer Vision (ECCV) 2016 (oral presentation).
d4le/d4le.github.io
Hello World
d4le/data
Data and code behind the stories and interactives at FiveThirtyEight
d4le/dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
d4le/fast-style-transfer
TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼
d4le/haversine
Calculate the distance bewteen 2 points on Earth
d4le/High-Res-Neural-Inpainting
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis
d4le/huge-gmaps
Python program to make huge, high-resolution Google Maps
d4le/hypertools-paper-notebooks
Supporting notebooks and data from hypertools paper
d4le/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.
d4le/neural-doodle
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
d4le/open_notebooks
Some notebooks that I've shared.
d4le/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 ;)
d4le/probabilistic-programming-intro
d4le/PyDataTalk
Materials from my talk given to Py Data Denver in March 2017
d4le/pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
d4le/pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
d4le/pytorch-generative-adversarial-networks
A very simple generative adversarial network (GAN) in PyTorch
d4le/quickdraw-dataset
Documentation on how to access and use the Quick, Draw! Dataset.
d4le/spacy-notebooks
💫 Jupyter notebooks for spaCy examples and tutorials
d4le/stats-shortcourse
The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.
d4le/style-transfer
An implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge. http://arxiv.org/abs/1508.06576.
d4le/subreddit_mapping
Notebooks and data associated to constructing and exploring a map of subreddits.
d4le/tf_thomson_charges
TensorFlow solution to the Thomson problem
d4le/webcam-pix2pix-tensorflow
Source code and pretrained model for webcam pix2pix
d4le/yelp-fusion
Yelp Fusion API