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Andrew Carl's Projects

ddpg--mocr icon ddpg--mocr

reimplementation of the ddpg algorithm using tensorflow

ddpg--rmst icon ddpg--rmst

Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

ddpg-aigym icon ddpg-aigym

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

dds icon dds

Material for "Deconstructing Data Science"

deap icon deap

Distributed Evolutionary Algorithms in Python

deblur icon deblur

Deblur is a greedy deconvolution algorithm based on known read error profiles.

deblurgan icon deblurgan

Image Deblurring using Generative Adversarial Networks

decanlp icon decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

decaptcha icon decaptcha

A CAPTCHA Breaker using k-Nearest Neighbor Classifiers, Support Vector Machines, and Neural Networks.

decisiontreeid3 icon decisiontreeid3

My implementation of Decision Tree ID3 algorithm for all categorical attributes.

decomp-attn icon decomp-attn

Decomposable Attention Model for Sentence Pair Classification (from https://arxiv.org/abs/1606.01933)

decomposets icon decomposets

A highly generic time series decomposition algorithm, applicable to temporal sequence segmentation (e.g., video, speech, motion sequences).

decomposingtests icon decomposingtests

Study of how systematics uncertainties affect machine learning algorithms in HEP

deconvnet icon deconvnet

Primitive implementation of Deconvnet, used to visualize CNN. Just for fun :)

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