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Andrew Carl's Projects

asr-evaluation icon asr-evaluation

Python module for evaluating ASR hypotheses (e.g. word error rate, word recognition rate).

asr-scripts icon asr-scripts

Lots of miscellaneous scripts to work with Sphinx ASR files and other projects in belambert.

asr-tools icon asr-tools

Libraries and scripts for manipulating and handling ASR output/n-bests/etc.

asr_audio_data_links icon asr_audio_data_links

A list of publically available audio data that anyone can download for ASR or other speech activities

asreader icon asreader

This is an implementation of the Attention Sum Reader model as presented in "Text Comprehension with the Attention Sum Reader Network" available at http://arxiv.org/abs/1603.01547.

assignment-bank icon assignment-bank

Contribute alternative assignments for Numerical Methods with Python

astar-matlab icon astar-matlab

An implementation of Grid search Astar (x,y,t) in matlab for prototyping purposes

astral icon astral

Accurate Species TRee ALgorithm

astroml icon astroml

Machine learning, statistics, and data mining for astronomy and astrophysics

asymmetric-hashing-ann icon asymmetric-hashing-ann

Implementation of Google's approximate nearest neighbor search method, described here: https://www.google.com/trends/correlate/nnsearch.pdf

async-deep-rl icon async-deep-rl

A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783

async-rl icon async-rl

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

async-rl--grzego icon async-rl--grzego

Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]

async-rl-muupan icon async-rl-muupan

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

async-rl-noreward icon async-rl-noreward

Keras implementation of Curiosity-driven Exploration by Self-supervised Prediction

asynchronous-methods-for-deep-reinforcement-learning icon asynchronous-methods-for-deep-reinforcement-learning

Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.

asyncio-tkinter icon asyncio-tkinter

Example of running asyncio on top of the Tcl/Tk event loop via Tkinter

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