Discover kastnerkyle/net Open Source project

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Created almost 10 years ago
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kastnerkyle

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Neural networks in Theano (ABANDONED/DISCONTINUED) - see dagbldr for a continuation of this code with some new tricks

deform-conv

Deformable Convolution in TensorFlow / Keras

Python

209

PyCon2015

Material for talk "Machine Learning 101" https://speakerdeck.com/kastnerkyle/pycon2015 https://us.pycon.org/2015/schedule/presentation/367/

Python

kaggle-dogs-vs-cats

Code for Kaggle Dovs vs. Cats competition http://www.kaggle.com/c/dogs-vs-cats

Python

tools

Various tools for graphs, audio, images

Python

representation_mixing

Demos, pretrained models, and (WIP) code supporting Representation Mixing

Python

SciPy2015

Talk for SciPy2015 "Deep Learning: Tips From The Road"

Python

kastnerkyle.github.io

Github blog

Jupyter Notebook

kaggle-cifar10

Code for Kaggle Cifar10 competition http://www.kaggle.com/c/cifar-10

Python

kaggle-criteo

Code for Criteo competition http://www.kaggle.com/c/criteo-display-ad-challenge

Python

diphone_synthesizer

A tutorial diphone synthesizer in Python

Perl 6

SciPy2013

Slides and code for SciPy 2013 talk - "A Gentle Introduction To Machine Learning"

Python

raw_voice_cleanup

Examples of cleaning up raw voices

Python

ez-phones

Wrapper to pocketsphinx phoneme labeling tools

Shell

harmonic_recomposition_workshop

Python

pachet_experiments

Python

research_megarepo

A monster repo for random research, not organized in any particular way

HTML

romanian_noise_tests

Samples and visualization of a small test for speech synthesis - see the paper at http://www.josesotelo.com/speechsynthesis/

Shell

g2p_pi

Simple rules based grapheme to phoneme in Python

Python

quadcopter-brain

Repository for work on a quadcopter brain using hacked wifi SD cards

speech_density

Speech modeling using code by Kratarth Goel http://dblp.uni-trier.de/pers/hd/g/Goel:Kratarth

Python

PyTexas2013

Code and slides for PyTexas 2013 talk, "Trends in Deep Learning"

Python

udem_masters_thesis

My (English, after the abstract) thesis, "Structured Prediction and Generative Modeling using Neural Networks". Thanks to my professors (Aaron Courville, Roland Memisevic, Yoshua Bengio) and coauthors (Junyoung Chung, Laurent Dinh, Amjad Almahairi, Francesco Visin, Kyunghyun Cho, Kratarth Goel, and others)

deviation

Deviation for the Devo F7

analysis_of_audio_superresolution_using_neural_nets

Analyzing samples from ICLR workshop paper https://openreview.net/forum?id=S1gNakBFx&noteId=S1gNakBFx

Python

arrayprocessing

Array processing algorithms and tools for RF array design, direction of arrival (DOA, also known as DF) estimation, and geolocation.

Python

santa_barbaria

Standalone experiments

Python

PyGotham2015

Slides for PyGotham2015

crikey

Research experiments

Python

vrnn-samples

Audio samples from "A Recurrent Latent Variable Model for Sequential Data"; J. Chung, K. Kastner, L. Dinh, K. Goel, A. Courville, Y. Bengio http://arxiv.org/abs/1506.02216

rmelnet

Experimental dump of R-MelNet related code and demo files

Jupyter Notebook

pyrnn

Python bindings for RNNLIB

speech_feature_frontend

Experimenting with standalone frontend features from https://github.com/r9y9/deepvoice3_pytorch

EuroScipy2014

Slides and small scripts for EuroScipy talk "Neural Networks for Computer Vision". Abstract can be found here: https://www.euroscipy.org/2014/schedule/presentation/2/

Sandbox

Toy implementations of things which may (or may not) grow into something else

Python

deconstructionism

deconstructing a working model from https://github.com/Grzego/handwriting-generation

Python

tfbldr

Tensorflow models and tools for research

Python

todo

My todo list on various things - no code

QuDSP

A DSP Application Framework

ift6266h15

Work for IFT6266, Hiver (Winter) 2015 - Representation Learning. Class project focuses on Kaggle Cats and Dogs competition.

Python

School

TeX

minet

Theano based neural networks... again (DISCONTINUED/ABANDONED) - see dagbldr for experiments continued in this style

Python

linear-chain-crf

Working through linear chain CRF from Hugo Larochelle's Homework 2 - http://www.dmi.usherb.ca/~larocheh/cours/ift725_A2014/evaluations.html

pthbldr

PyTorch tools and experiments

Python

pyklatt

Automatically exported from code.google.com/p/pyklatt

Python

modern_wta

Python

hmm_tts_build

a direct repository for building and using a "simple" tts

scrape_lyrics

stexp

fruitspeech_dataset

Github host for Hakon Sandsmark's Fruitspeech Dataset

Configs

Configs for different programs

Shell

dagbldr-tensorflow

A port of dagbldr that uses tensorflow instead of Theano

pyrobosim

Robosimulators

Python

miller_center_presidential_speech

jaxexps

kklib

coursera-audio-signal-processing

Python coursework for https://class.coursera.org/audio-001

dvaess

Tensorflow implementation of DAVE##: Learning Undirected Posteriors by Backpropagation through MCMC Updates, https://arxiv.org/abs/1901.03440

Python

kaggle-decmeg2014

Code for Kaggle DecMeg 2014 competition http://www.kaggle.com/c/decoding-the-human-brain

Python

tf_and_torch_speechmatch

Debugging

Python

blizzard_speech_example

ark

Shell

generated_music_samples

Generated music samples from various models

Thesis

Work directly tied to work on my master's thesis

TeX

ift6268h15

Repository for Dr. Roland Memisevic's course - Learning for Vision

Python

ale_world

Python

kastnerkyle/net

kastnerkyle

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