pfnet-research

Repositories

• sc20-online-codistillation
  Python 0 1 0 0 Updated Apr 27, 2020

• node-operation-controller

  Kubernetes controller for automated Node operations
  Go Apache-2.0 2 5 0 0 Updated Apr 27, 2020

• FSCS

  Fast Soft Color Segmentation
  Python MIT 0 10 0 0 Updated Apr 20, 2020

• chainer-compiler

  Experimental toolchain to compile and run Chainer models
  Python MIT 24 101 34 0 Updated Mar 31, 2020

• chainer-differentiable-mpc

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

  machine-learning deep-learning chainer mpc trajectory-optimization optimal-control lqr
  Python 3 6 0 0 Updated Mar 4, 2020

• menoh-ruby

  Ruby binding for Menoh DNN inference library

  deep-learning neural-network ruby-extension mkl-dnn
  C MIT 4 21 3 2 Updated Mar 2, 2020

• meta-tasnet

  A PyTorch implementation of Meta-TasNet from "Meta-learning Extractors for Music Source Separation
  Python MIT 5 73 4 0 Updated Feb 22, 2020

• k8s-cluster-simulator

  Kubernetes cluster simulator for evaluating schedulers.

  kubernetes simulator scheduler k8s
  Go Apache-2.0 14 50 39 1 Updated Feb 16, 2020

• chainer-formulanet

  Chainer implementation of FormulaNet

  python deep-learning chainer theorem-proving graph-convolutional-networks graph-embedding premise-selection
  Python MIT 3 6 0 0 Updated Feb 16, 2020

• piekd

  This is the official implementation of Periodic Intra-Ensemble Knowledge Distillation (PIEKD).
  Python 0 3 0 0 Updated Jan 30, 2020

• chainer-disentanglement-lib

  Unsupervised Disentanglement Representation Learning in Chainer
  Python MIT 3 14 0 3 Updated Jan 28, 2020

• chainer-gan-lib

  Chainer implementation of recent GAN variants

  deep-learning generative-adversarial-network dcgan wgan-gp
  Python MIT 81 367 10 3 Updated Jan 28, 2020

• vat_nmt

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

  nlp vat neural-machine-translation nmt adversarial acl2019
  Python MIT 6 18 1 0 Updated Jan 11, 2020

• contextual_augmentation

  Contextual augmentation, a text data augmentation using a bidirectional language model.
  Python MIT 27 118 0 0 Updated Jan 3, 2020

• chainer-ev3
  Jupyter Notebook BSD-3-Clause 1 9 0 0 Updated Dec 27, 2019

• homebrew-git-ghost
  Ruby Apache-2.0 0 2 0 0 Updated Dec 12, 2019

• git-ghost

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

  git docker kubernetes reproducibility
  Go Apache-2.0 4 49 10 2 Updated Dec 12, 2019

• sngan_projection

  GANs with spectral normalization and projection discriminator
  Python 169 829 25 2 Updated Nov 12, 2019

• echainer

  Elastic Chainer prototype
  Python MIT 0 3 0 0 Updated Nov 1, 2019

• ssdrl
  Python MIT 0 5 0 0 Updated Oct 28, 2019

• chainer-robotcar-text
  0 10 0 0 Updated Oct 27, 2019

• recompute
  Python 0 1 0 0 Updated Oct 27, 2019

• differentiable-ray-sampling
  Jupyter Notebook MIT 1 3 0 0 Updated Oct 24, 2019

• limited-gp
  C++ MIT 0 4 0 0 Updated Oct 24, 2019

• treewidth-prediction

  Prediction of Treewidth using Graph Neural Network, developed as part of PFN summer internship 2019.

  machine-learning deep-learning chainer graph-algorithms graph-convolutional-networks graph-neural-networks
  Jupyter Notebook MIT 2 8 0 0 Updated Oct 10, 2019

• step-wise-chemical-synthesis-prediction

  A GGNN-GWM based step-wise framework for Chemical Synthesis Prediction

  python deep-learning chainer graph-convolutional-networks chemical-reactions graph-neural-networks
  Python MIT 0 11 0 0 Updated Oct 1, 2019

• unsupervised_segmental_empirical_ODM
  Python 1 1 0 0 Updated Sep 27, 2019

• optuna-hands-on
  Jupyter Notebook 3 2 0 0 Updated Sep 10, 2019

• chainer-stylegan

  Chainer implementation of Style-based Generator
  Python MIT 12 77 3 0 Updated Aug 29, 2019

• tgan

  The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

  python machine-learning deep-learning generative-adversarial-network neural-networks
  Python MIT 27 61 6 0 Updated Aug 20, 2019