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acousticclassification

A long-run project with Chao Han.

baseline

Simple but Strong Deep Baseline algorithms for NLP

bitstarter

brown-cluster

C++ implementation of the Brown word clustering algorithm.

cnn_sentence

CNNs for sentence classification

coursework

Course project and scripts

cxxnet

fast, concise, distributed deep learning framework

dotfiles

Development configuration files for Startup Engineering MOOC. Intended to be forked and customized by students.

entity-linking-and-retrieval-tutorial

Entity Linking and Retrieval Tutorial

expediapersonalizedsortcompetition

Transformation and benchmark code for Expedia's Personalized Sort Kaggle Competition

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

gensim

Topic Modelling for Humans

hilrecognizer

Code to reproduce results of KDD 2019

iclr2019-openreviewdata

Crawl data from ICLR 2019 OpenReview webpage

kchar

Character-Aware Neural Language Models. A keras-based implementation

linkedinscripts

Crawl Mapping Scripts

lstm-char-cnn

LSTM language model with CNN over characters

modelbin

mpld3

D3 Renderings of Matplotlib Graphics

mplleaflet

Easily convert matplotlib plots from Python into interactive Leaflet web maps.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

nymph332088.github.io

Build a Jekyll blog in minutes, without touching the command line.

playground

Play with neural networks!

pubworldproject

Fall 2014 Data Base Course Project: Scrapy, WebUI

reguider

This repository contains code and data for the EMNLP2018 paper "Regular Expression Guided Entity Mention Mining from Noisy Web Data", Shanshan Zhang, Lihong He, Slobodan Vucetic, Eduard Dragut.

seq2seq

Sequence to Sequence Learning with Keras

seq2seq-chatbot

A theano implementation of the neural conversational model

setup

setup files for Startup Class

smopy

OpenStreetMap image tiles in Python

spark-deep-learning

Deep Learning Pipelines for Apache Spark