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David Tran's Projects

a3c-lstm icon a3c-lstm

A3C-LSTM algorithm tested on CartPole OpenAI Gym environment

adain-style icon adain-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

adaptive-softmax icon adaptive-softmax

Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

agents icon agents

Efficient Batched Reinforcement Learning in TensorFlow

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

alns icon alns

Adaptive large neighbourhood search in Python.

amazon-dsstne icon amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

async-rl icon async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

atari icon atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

awesome-cpp icon awesome-cpp

A curated list of awesome C/C++ frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-rnn icon awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

aws-data-lake-solution icon aws-data-lake-solution

A deployable reference implementation intended to address pain points around conceptualizing data lake architectures that automatically configures the core AWS services necessary to easily tag, search, share, and govern specific subsets of data across a business or with other external businesses.

babi-tasks icon babi-tasks

Task generation for testing text understanding and reasoning

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