Pinned Repositories
2016-04-federal-surveillance-planes
The data and analysis referenced in the Apr. 6, 2016 BuzzFeed News article, "Spies in the Skies." https://www.buzzfeed.com/peteraldhous/spies-in-the-skies
2017-08-spy-plane-finder
The data and analysis referenced in the Aug. 7, 2017 BuzzFeed News article, "BuzzFeed News Trained A Computer To Search For Hidden Spy Planes. This Is What We Found." https://www.buzzfeed.com/peteraldhous/hidden-spy-planes
2019_data_science_talk
A2Z-F16
ITP A2Z Course for Fall 2016
acnh_weather_sampling
Adjustable-Markov-Chains
Adjustable Markov Chains is a Python implementation of a text generator based on the concept of Markov Chains, that can be adjusted further via fitness functions.
advanced-shiny
Shiny tips & tricks for improving your apps and solving common problems
Ames
archive_downloader
A node.js book downloader from Archive.org
tla-plus-resources
Personal reading list/reference re: TLA+
cmschmtt's Repositories
cmschmtt/multi-class-text-classification-cnn
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
cmschmtt/learn-regex
Learn regex the easy way
cmschmtt/startbootstrap-scrolling-nav
An unstyled Bootstrap HTML template for creating smooth scrolling, one page websites - created by Start Bootstrap
cmschmtt/spotipy
A light weight Python library for the Spotify Web API
cmschmtt/eulerinclass
cmschmtt/interactive-coding-challenges
Huge update! Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
cmschmtt/data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
cmschmtt/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
cmschmtt/td-gammon
Implementation of TD-Gammon in TensorFlow.
cmschmtt/think-bayes-scala
A Scala implementation of the classes and functions used in the book "Think Bayes"
cmschmtt/MarkovText
Text Generation through Markov Chains
cmschmtt/plot-to-poem
"Translate" a plot from Mark Riedl's WikiPlots corpus into a poem. For NaPoGenMo 2017.
cmschmtt/visualizing_cnns
Using Keras and cats to visualize layers from CNNs
cmschmtt/atom-json-color
Color a JSON in Atom Editor with a color per level
cmschmtt/Adjustable-Markov-Chains
Adjustable Markov Chains is a Python implementation of a text generator based on the concept of Markov Chains, that can be adjusted further via fitness functions.
cmschmtt/2016-04-federal-surveillance-planes
The data and analysis referenced in the Apr. 6, 2016 BuzzFeed News article, "Spies in the Skies." https://www.buzzfeed.com/peteraldhous/spies-in-the-skies
cmschmtt/google-10000-english
This repo contains a list of the 10,000 most common English words in order of frequency, as determined by n-gram frequency analysis of the Google's Trillion Word Corpus.
cmschmtt/webster
https://bochs.info/webster/ - interface to webster 1913 unabridged
cmschmtt/SortYourMusic
A web app that sorts your playlists by a wide range of Echo Nest parameters
cmschmtt/eui-text-workshop
Methods workshop: Automated Text Analysis with R
cmschmtt/markov
Markov chain text generator, as used for KingJamesProgramming
cmschmtt/text-adventure-tut
Code for a text adventure tutorial in Python
cmschmtt/classifying-text
Classifying text with bag-of-words
cmschmtt/Eigenfaces
:dancers: A Python implementation of the famous Eigenfaces algorithm for face recognition, implemented and tested over the AT&T face data set.
cmschmtt/bayesianGameofThrones
cmschmtt/tradeshift-text-classification
This is the 1st place solution of a kaggle machine contest: Tradeshift Text Classification. http://www.kaggle.com/c/tradeshift-text-classification