Greg Peatfield's repositories

tensorflow-hints

Hints and tricks for Tensorflow

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framework

The GPI framework provides the canvas for graphically assembling algorithms.

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async-rl

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

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async-rl-1

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

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async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

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backtrader

Python Backtesting library for trading strategies

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CADL

Course materials/Homework materials for the Kadenze Academy course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

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crypto-rnn

Decoding Polyalphabetic Ciphers with Recurrent Neural Networks

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Deep-Learning-TensorFlow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

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Deep-Trading

Algorithmic trading with deep learning experiments

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edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

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ufcnn

Implementation of Undecimated Fully Convolutional Neural Network for time series modeling

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MANN_task

MANN cell implementation with tensorflow, MNIST_restoration example

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serving

A flexible, high-performance serving system for machine learning models

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simple_dqn

Simple deep Q-learning agent.

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TF-Genetic

Evolutionary Neural Networks backed by TensorFlow and pure Python

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zipline-tensorboard

TensorBoard as a Zipline dashboard

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