Denny Britz

reinforcement-learning. Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

cnn-text-classification-tf. Convolutional Neural Network for Text Classification in Tensorflow

deeplearning-papernotes. Summaries and notes on Deep Learning research papers

nn-from-scratch. Implementing a Neural Network from Scratch

chatbot-retrieval. Dual LSTM Encoder for Dialog Response Generation

neal-react. Startup Landing Page Components for React.js

rnn-tutorial-rnnlm. Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

rails_startup_template. A startup template for Ruby on Rails 4 applications

rnn-tutorial-gru-lstm. Language Model GRU with Python and Theano

tf-rnn. Practical Examples for RNNs in Tensorflow

startupreadings. Reading list for all things startup-related

papergraph. AI/ML citation graph with postgres + graphql

booknotes. Notes I'm taking when reading books

neal-sample. Sample page for neal-react

nn-theano. Speed up your Neural Network with Theano and the GPU

bella. Labeling and Evaluation Tool for NLP Tasks

papergraph-ui. Browse the CS/AI/ML research paper graph

sentiment-analysis. Japanese Sentiment Analysis

deepdive. Scala

url-metadata-extractor. API that extracts metadata from a URL.

linkedin-extractor. Given a Linkedin profie URL returns structured metadata.

akka-cluster-deploy. Akka cluster + Docker + CoreOS

docker-splunk. Docker Splunk Enterprise image

representation-learning. Unsupervised Deep Learning and Representation Learning Tutorial

pandoc-graphql. Turn your local documents into a GraphQL API using pandoc

probability-monads. Haskell

ablog-content. Jupyter Notebook

s3-cors-upload-rails. Ruby

models. Models built with TensorFlow

boilerpipe-api. Extract main article text from HTML pages

elk-playground. Playground for Elasticsearch, Logstash and Kibana using Docker

visual-pagedump. An API to create visual-semantic mappings between web pages and DOM nodes

gym. A toolkit for developing and comparing reinforcement learning algorithms.

scpd-downloader. Stanford SCPD Lecture Downloader

twitter-collect. Monitors Twitter for interesting articles

crawler-scala. Scala

actioncrawler. Crawling wrapper for webdriver

phonenumber-api. Extracts phone numbers from raw text

rust-analyzer-issue3667. Rust

lang_classifier. Python language classifier

sampler. Gibbs sampler for factor graphs

hndump. Watches HackerNews and dumps raw events for later analysis.

jsonresume-theme-short. Boilerplate theme for JSON Resume

rnn-bptt. Latex files for RNN BPTT post

twitter-smileys. Crawling twitter for smiley distant supervision