Stephen Merity

sha-rnn. Single Headed Attention RNN - "Stop thinking with your head"

keras_snli. Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

trending_arxiv. Track trending arXiv papers on Twitter from within your circle

bitflipped. Your computer is a cosmic ray detector. Literally.

search_iclr_2018. HTML

cc-warc-examples. CommonCrawl WARC/WET/WAT examples and processing code for Java + Hadoop

tf-ham. A partial TensorFlow implementation of "Learning Efficient Algorithms with Hierarchical Attentive Memory"

right_whale_hunt. Annotated faces for NOAA Right Whale Recognition Kaggle competition

keras_qa. Keras solution to the bAbI tasks using recurrent neural networks - merged as an example into Keras mainline

bifurcate-rs. Zero dependency images (of chaos) in Rust

search_iclr_2019. HTML

texting_robots. Texting Robots: A Rust native `robots.txt` parser with thorough unit testing

govarint. A variable length integer compression library for Golang

montelight-cpp. Faster raytracing through importance sampling, rejection sampling, and variance reduction

Snippets. Useful code snippets that I'd rather not lose

gzipstream. gzipstream allows Python to process multi-part gzip files from a streaming source

cs205_ga. How deep does Google Analytics go? Efficiently tackling Common Crawl using AWS & MapReduce

pubcrawl. *Deprecated* A short and sweet Python web crawler using Redis as the process queue, seen set and Memcache style rate limiter for robots.txt

pytorch-lamb. Implementation of https://arxiv.org/abs/1904.00962

FlashGraph. A SSD-based graph processing engine for billion-node graphs

cc-mrjob. Demonstration of using Python to process the Common Crawl dataset with the mrjob framework

cc-quick-scripts. Useful scripts for attacking the CommonCrawl dataset and WARC/WET/WAT files

smerity_flask. Smerity.com website generated using (naive) custom Python code, Flask & Frozen-Flask

gopagerank. PageRank implemented in Go for large graphs (billions of edges)

yolo-cpp. YOLO C++: A crash course for those needing to learn street fighting C++

pytorch-qrnn. PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

Hip-Flask. *Deprecated*

texting_robots_cc_test. Texting Robots: Common Crawl `robots.txt` Test

glove-guante. Exploration of Global Vectors for Word Representation (GloVe)

grimrepo. Automatically create and set remote private Git repositories at BitBucket

BoxOfPrimes. Fast pseudo-random prime number generator for n bits using the OpenSSL library

text. Python

Teneo. Java

tableau. Group 2's Tableau app from NCSS 2014

keras. Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

graphx-prank. GraphX P[age]Rank -- PageRank runner for large graphs

comp3109_assignment1. Nick and Smerity's assignment

vowpal_wabbit. John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm

Manual. You were probably looking for our website... this is it. We moved our website here, so you can see the insides of how we work.

gogorobot. Exploratory robots.txt crawler written in Go

smerity.github.com. HTML

vimfiles. Vim Script

FacebookFriends. Plugin for Vanilla Forums: Shows the real name of any of your Facebook friends on the Vanilla Forum

sentencepiece. Unsupervised text tokenizer for Neural Network-based text generation.

lockoutbot. Example for NCSS - making lockoutbot <3

learn-golang. Learn Go in 10 days - a set of hands on tutorials

Garden. Vanilla is an open-source discussion forum for the web. It is built upon Garden, our pluggable application development framework.

real_world_algorithms. Notes from the Real World Algorithms course at Sydney University

rosettafight. Rosetta Fight: Quick Lookup and Comparison on Rosetta Code Languages

stat183_madness. March Madness

NLP-progress. Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

kaggle_connectomics. Connectomics: Predicting the directed connections between 1,000 neurons using neural activity time series data

cs281_edge_estimator. CS281 Final Project: Estimate edge weights given multiple page view samples

fknn. Fast KNN for large scale multiclass problems