soumith/talks

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Jupyter Notebook
Created over 9 years ago
Updated over 5 years ago

soumith/talks

soumith

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talks

Slides of talks I've been giving, in one place.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

cvpr2015

Jupyter Notebook

cudnn.torch

Torch-7 FFI bindings for NVIDIA CuDNN

imagenet-multiGPU.torch

an imagenet example in torch.

torch-android

Torch-7 for Android

net2net.torch

Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.

imagenetloader.torch

some old code that i wrote, might be useful to others

deepmind-atari

lua---audio

Module for torch to support audio i/o as well as do common operations like dFFT, generate spectrograms etc.

inception.torch

Torch port of https://github.com/google/inception

Jupyter Notebook

torch-signal

Signal processing toolbox for Torch 7

cuda-convnet2.torch

Torch7 bindings for cuda-convnet2 kernels!

matio-ffi.torch

A LuaJIT FFI interface to MATIO and simple bindings for torch

galaxyzoo

Entry for GalaxyZoo challenge

eyescream

nextml

examplepackage.torch

A hello-world for torch packages

sunfish.lua

tiny and basic chess engine for lua. Port of https://github.com/thomasahle/sunfish

kaggle_retinopathy_starter.torch

A starter kit in Torch for Kaggle Diabetic Retinopathy Detection

neon.torch

Nervana Neon kernels in Torch

torch-ship-binaries

A page describing how to ship torch binaries without sharing the source code of your scripts.

nnjs

deep_gitstats

Based on SciPy's normalized git stats, adapted for Deep Learning frameworks

Jupyter Notebook

cifar.torch

torch.js

nodejs bindings for libTH (tensor library that powers torch). for fun!

fakecuda

A convenient package for the lazy torch programmer to leave all your :cuda() calls as-is when running on CPU

rgbd_streamer

mscoco.torch

torch-docker

Dockerfile to create an image for Torch7

NeuralNetworks.jl

hacking torch-like neural networks in Julia

torch-cheatsheet

A quick page for everything Torch

fftw3-ffi

A LuaJIT FFI interface to FFTW3

thnb

iTorch notebooks

lzmqstatic

Self-contained statically linked zeromq bindings for lua

nvblog_rnnlstm

fairmark1

cunnsparse

yasa

Yet another Sentiment analyzer. This one uses convolution networks.

cunnCUDA

some depreceated, ugly and old modules

housenumbers_classifier

An attempt on the Stanford Housenumbers dataset

Bar__ZEbulLonX22L.torch