dennybritz/tf-rnn

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Created over 8 years ago
Updated about 8 years ago

dennybritz/tf-rnn

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Practical Examples for RNNs in Tensorflow

RNNs in Tensorflow, a Practical Guide and Undocumented Features

These notebooks belong to the blog post RNNs in Tensorflow, a Practical Guide and Undocumented Features.

reinforcement-learning

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

Jupyter Notebook

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

Jupyter Notebook

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

Jupyter Notebook

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

Jupyter Notebook

rails_startup_template

A startup template for Ruby on Rails 4 applications

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

startupreadings

Reading list for all things startup-related

papergraph

AI/ML citation graph with postgres + graphql

Jupyter Notebook

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

Jupyter Notebook

deepdive

akka-cluster-deploy

Akka cluster + Docker + CoreOS

url-metadata-extractor

API that extracts metadata from a URL.

linkedin-extractor

Given a Linkedin profie URL returns structured metadata.

representation-learning

Unsupervised Deep Learning and Representation Learning Tutorial

Jupyter Notebook

pandoc-graphql

Turn your local documents into a GraphQL API using pandoc

ablog-content

Jupyter Notebook

probability-monads

s3-cors-upload-rails

visual-pagedump

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

boilerpipe-api

Extract main article text from HTML pages

elk-playground

Playground for Elasticsearch, Logstash and Kibana using Docker

scpd-downloader

Stanford SCPD Lecture Downloader

twitter-collect

Monitors Twitter for interesting articles

crawler-scala

hndump

Watches HackerNews and dumps raw events for later analysis.

sampler

Gibbs sampler for factor graphs

rnn-bptt

Latex files for RNN BPTT post

rust-analyzer-issue3667

phonenumber-api

Extracts phone numbers from raw text

twitter-smileys

Crawling twitter for smiley distant supervision

actioncrawler

Crawling wrapper for webdriver

lang_classifier

Python language classifier