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audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

caffe

Caffe: a fast open framework for deep learning.

encdec

an autoencoder which learns by comparing the latent representations of the original image and the encoded image rather than by doing a pixel-by-pixel comparison in the image space

facebook_auction

script for generating predictions for https://www.kaggle.com/c/facebook-recruiting-iv-human-or-bot

facetrack

face-tracking and applying image filters

gentle

gentle forced aligner

git-tutorial

Intermediate level git tutorial

gitbot_test

gitbot tutorial test

gitbot_webservice

webservice for gitbot tutorial

gmap

futzing with google maps

groundhog

Library for implementing RNNs with Theano

kaggle-rain

Winning solution to the Kaggle competition - How Much Did It Rain? II

kaggle_art

kaggle artist identification challenge

kaggled_distracted_driver

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-frcnn

keras_generator_tutorial

tutorial on using fit_generator and predict_generator in keras with data 1) in CPU memory and 2) on the HD

kmeans

a python-only (good for google app engine) implementation of the k-means clustering algorithm

loan_default

Kaggle loan default prediction competition

m5

mitosis

nolearn

Abstractions around neural net libraries, most notably Lasagne.

plasticc

scripts for the Kaggle plasticc challenge https://www.kaggle.com/c/PLAsTiCC-2018/

pynput

Sends virtual input commands

pyturtle

pyturtle scripts

pyuserinput

A module for cross-platform control of the mouse and keyboard in python that is simple to install and use.

randomforestclassifier_to_json

rl_tetris

reinforcement learning for playing tetris

seizure_detection

Kaggle seizure detection competition

semi-supervised