pfnet-research Goto Github PK

alertmanager-to-github

This receives webhook requests from Alertmanager and creates GitHub issues.

allreduce-proto

A prototype implementation of AllReduce collective communication routine.

asdf-clusterctl

clusterctl plugin for the asdf version manager

atpg4sv

A prototype of Concolic Testing engine for SystemVerilog, developed as part of PFN summer internship 2018.

autogbt-alt

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

batch-metaheuristics

bayesgrad

BayesGrad: Explaining Predictions of Graph Convolutional Networks

bmi219-2017-deepqsar

UCSF BMI219 Deep Learning (2017), Coding example (QSAR with Deep multitask learning)

bmi219-2017-proteinfolding

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

capg

Implementation of clipped action policy gradient (CAPG) with PPO and TRPO

cg-transfer

chainer-adda

Adversarial Discriminative Domain Adaptation in Chainer

chainer-capsnet

CapsNet implemented in Chainer

chainer-compiler

Experimental toolchain to compile and run Chainer models

chainer-deepfill

chainer-differentiable-mpc

Differentiable MPC in Chainer, developed as part of PFN summer internship 2019.

chainer-disentanglement-lib

Unsupervised Disentanglement Representation Learning in Chainer

chainer-ev3

chainer-formulanet

Chainer implementation of FormulaNet

chainer-gan-lib

Chainer implementation of recent GAN variants

chainer-gogh

chainer-graph-cnn

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

chainer-lsgan

Least Squares Generative Adversarial Network implemented in Chainer

chainer-pix2pix

chainer implementation of pix2pix

chainer-robotcar-text

chainer-segnet

SegNet implementation & experiments in Chainer

chainer-stylegan

Chainer implementation of Style-based Generator

chainer-trt

Chainer x TensorRT

charge_transfer_nnp

Graph neural network potential with charge transfer

contextual_augmentation

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