33 open source projects by pfnet-research

Flexible Feature Engineering & Exploration Library using GPUs and Optuna.

Contextual augmentation, a text data augmentation using a bidirectional language model.

Submission to Kaggle NIPS'17 competition on adversarial examples (non-targeted adversarial attack track)

chainer implementation of pix2pix

Experimental toolchain to compile and run Chainer models

A PyTorch implementation of Meta-TasNet from "Meta-learning Extractors for Music Source Separation

Fast Soft Color Segmentation

SegNet implementation & experiments in Chainer

Chainer x TensorRT

GANs with spectral normalization and projection discriminator

Chainer implementation of recent GAN variants

Menoh: fast DNN inference library with multiple programming language support

No description, website, or topics provided.

Synchronize your working directory efficiently to a remote place without committing the changes.

KDD Cup 2019 AutoML Track 5th solution

Repo for RSNA pneumonia open-source

GraphNVP: An Invertible Flow Model for Generating Molecular Graphs

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

Adversarial Discriminative Domain Adaptation in Chainer

An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.

Golang binding for Menoh DNN inference library

Unsupervised Disentanglement Representation Learning in Chainer

Least Squares Generative Adversarial Network implemented in Chainer

C# binding for Menoh DNN inference library

Chainer implementation of 'Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering' (https://arxiv.org/abs/1606.09375)

Chainer implementation of Style-based Generator

Ruby binding for Menoh DNN inference library

UCSF BMI219 Deep Learning (2017), Coding example (Prediction of protein folding with RNN and CNN)

No description, website, or topics provided.

Kubernetes controller for automated Node operations

No description, website, or topics provided.

Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019