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Stephen Oates's Projects

gamepy icon gamepy

Some growing game theory python code.

ganlab icon ganlab

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

glove-python icon glove-python

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

iclr2016 icon 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.

keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

loan icon loan

Kaggle Loan Competition

modern-optimization-with-r icon modern-optimization-with-r

code from the s/t book which goal is to gather in a single document the most relevant concepts related to modern optimization methods or metaheuristics (e.g. simulated annealing; tabu search; genetic algorithms; differential evolution; and particle swarm optimization), showing how such concepts and methods can be addressed using the open source R tool.

myflasktutorial icon myflasktutorial

A Flask Tutorial for people who don't know any web programming. Actually, it would be helpful to know static HTML, also Python.

pdfanno icon pdfanno

Linguistic Annotation and Visualization Tool for PDF Documents

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