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seq2seq-keyphrase-pytorch

sequence-semantic-embedding

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

sourcetree

Understand the Git Client - SourceTree

spark-data-analysis-projects

spark_quants

Simple Qunatitative problem solving using Spark

sparkexercises

sparkwordcount

Maven Project For WordCount

ssanbu08.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow-talk-debugging

💬 Slides and supplementary codes for my talk 'Debugging Tips on TensorFlow' (2016)

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

terp

TER-plus Machine Translation metric.

text_classification

all kinds of text classificaiton models and more with deep learning

textclusteringdbscan

Document clustering using Density Based Spatial Clustering (DBSCAN)

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

topicmodelling

Topic Modelling using LDA to understand the subtopics in reviews

topmine

Implementation of the algorithm detailed in ElKishky, Ahmed, et al. "Scalable topical phrase mining from text corpora."

topmine-1

I'm hosting the files originially provided by Ahmed El-Kishky on github with minimal changes.

torch-rnn

Efficient, reusable RNNs and LSTMs for torch

toyhmm.jl

A simple Hidden Markov Model implementation for educational purposes

tutorial-utilizing-kg

Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"

twitter-url-corpus

Large scale sentential paraphrases collection and annotation

unsupervisedmt

Phrase-Based & Neural Unsupervised Machine Translation

variational-autoencoder

generate MNIST using a Variational Autoencoder

variational-recurrent-autoencoder-tensorflow

A tensorflow implementation of "Generating Sentences from a Continuous Space"

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow