Nam Khanh Tran 's repositories
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
CNN-for-Sentence-Classification-in-Keras
Convolutional Neural Networks for Sentence Classification in Keras
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
kaggle-scripts
This is useful scripts from kaggle platform
DeepLearningBook
MIT Deep Learning Book in PDF format
Deep-Semantic-Similarity-Model
My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
EvaluationMetrics
Code to evaluate cqa runs in the ECML 2016 challenge on reranking questions in community question answering
Kaggle_CrowdFlower
1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)
nn-from-scratch
Implementing a Neural Network from Scratch
rc-data
Question answering dataset featured in "Teaching Machines to Read and Comprehend
wikibrain
The WikiBrain Java library enables researchers and developers to incorporate state-of-the-art Wikipedia-based algorithms and technologies in a few lines of code.
CNN_sentence
CNNs for sentence classification
summerschool2015
Slides and exercises for the Deep Learning Summer School 2015 programming tutorials
pyltr
Python learning to rank (LTR) toolkit
hierarchical-clustering-java
Implementation of an agglomerative hierarchical clustering algorithm in Java. Different linkage approaches are supported.
vim-config
my vim config to share amongst my machines
deep-qa
Implementation of the Convolution Neural Network for factoid QA on the answer sentence selection task
dssm-wemb-theano
Implementing Deep Structured Semantic Model (DSSM) in Theano : Word Embedding Case Study
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
wikipediaminer
An open source toolkit for mining Wikipedia
deepwalk
DeepWalk - Deep Learning for Graphs
LambdaMart
LambdaMart python implementation
Cloud9
Cloud9 is a Hadoop toolkit for working with big data
wikipedia-extractor
Extracts and cleans text from Wikipedia database dump and stores output in a number of files of similar size in a given directory. This is a mirror of the script by Giuseppe Attardi.
deep-learning
Deep Learning Reading List of some of the materials i found on the web for Deep Learning beginners.
elianto
Elianto is web framework for the production of human annotated rank-enriched datasets for Entity-Linking and Salient Entity discovery tasks.
dexter
Dexter is a framework that implements some popular algorithms and provides all the tools needed to develop any entity linking technique.
sentence2vec
Tools for mapping a sentence with arbitrary length to vector space