DerryD

awesome-courses

:books: List of awesome university courses for learning Computer Science!

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

glove-theano

GloVe Word Embedding model's implementation in theano

tree_rnn

Theano implementation of Tree RNNs aka Recursive Neural Networks.

kaggle-2014-criteo

LightGBM-GBDT-LR

a python code of applying GBDT+LR for CTR prediction

tikz-bayesnet

TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.

DVRPTW_ACS

Ant colony system (ACS) based algorithm for the dynamic vehicle routing problem with time windows (DVRPTW). For more details, see this paper "Necula, R., Breaban, M., & Raschip, M.: Tackling Dynamic Vehicle Routing Problem with Time Windows by means of ant colony system. CEC, (2017)" (https://ieeexplore.ieee.org/document/7969606)

vehicle-routing-problem-genetic-algorithms

Vehicle Routing Problems (VRP), Solution with Genetic Algorithms on Java

deap

Distributed Evolutionary Algorithms in Python

py-ga-VRPTW

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

tsp-genetic-python

A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga

GeneticAlgorithm-TSP

Applying Genetic Algorithm to Travelling Salesman Problem

kcws

Deep Learning Chinese Word Segment

RNTN

Recursive Neural Tensor Networks

rntn

Recursive Neural Tensor Network -- numpy-only version

semantic-rntn

Recursive Neural Tensor Network for sentiment classification

cs224d

CS224D Assignments

snownlp

Python library for processing Chinese text

nlp-lang

这个项目是一个基本包.封装了大多数nlp项目中常用工具

pyLDAvis

Python library for interactive topic model visualization. Port of the R LDAvis package.

iir

Machine Learning / Natural Language Processing / Information Retrieval

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

topicModelling

A project with topic model implementations

ReviewMining

Topic models for review mining

deep-recurrent

Deep bidirectional recurrent net for opinion mining (code for EMNLP14 paper)

is13

RNN for Spoken Language Understanding

memn2n

End-To-End Memory Network using Tensorflow

MemN2N-tensorflow

"End-To-End Memory Networks" in Tensorflow