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aws.setup

Installation script for setup of GPU accelerated deep learning framework on Amazon AWS

bilbowa

Open-source implementation of the BilBOWA (Bilingual Bag-of-Words without Alignments) word embedding model.

box_embeddings

Experiments of ACL 2018 paper box embeddings

dcgan_code

Deep Convolutional Generative Adversarial Networks

deep.autoencoder.hinton

ds-algo-point

This repository contains codes for various data structures and algorithms in C, C++, Java, Python, C#, Go, JavaScript, PHP, Kotlin and Scala

game-analytics-pipeline

The Game Analytics Pipeline is a customer deployable reference architecture to help game developers ingest, store, and analyze telemetry data from games and services.

generative-and-discriminative-voxel-modeling

Voxel-Based Variational Autoencoders, VAE GUI, and Convnets for Classification

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

hqdrt.github.io

iclr2016

Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.

lime

Lime: Explaining the predictions of any machine learning classifier

ml-blm

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mwpd

namas

Neural Attention Model for Abstractive Summarization

nlp-resources

order-embeddings-wordnet

Order-Embeddings for WordNet completion

pytorch_box

randline

scikit-learn

scikit-learn: machine learning in Python

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

skompiler

A tool for compiling trained SKLearn models into other representations (such as SQL, Sympy or Excel formulas)

smoothed_box_embedding

smoothed box embedding code

torch2vec

txtnets

A convolutional neural network library for NLP.

wikifil

Matt Mahoney's Wikipedia dump parser

word-benchmarks

Benchmarks for intrinsic word embeddings evaluation.

word2vec

Automatically exported from code.google.com/p/word2vec