141 Open Source Chainer Software Projects

This is the implementation of the "Comicolorization: Semi-automatic Manga Colorization"

Python library to easily log experiments and parallelize hyperparameter search for neural networks

🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.

Jupyter notebooks for Chainer hands-on

Resource scheduling and cluster management for AI

Chainer implementation of Grad-CAM

A Chainer implementation of Fast WaveNet(mel-spectrogram vocoder).

:package: A Chainer implementation of 3D Generative Adversarial Network.

Setup and customize deep learning environment in seconds.

Inverse Reinforcement Learning Argorithms

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017

A Chainer implementation of VQ-VAE.

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

Add-on package for ONNX format support in Chainer

A best practice for deep learning project template architecture.

Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

End-to-End Speech Processing Toolkit

Exploration tool for your NeuralNetwork

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

Simple, Online, Realtime Tracking of Multiple Objects (SORT) implementation for Chainer and ChainerCV.

Chainer implementation of Deepmind's Visual Attention Model paper

Implementation of "Automatic Portrait Segmentation" and "Deep Automatic Portrait Matting" with Chainer.

Using a GAN based multi scale CNN to predict future frames of a video. Implemented in Chainer

Code for Adversarial Training Methods for Semi-Supervised Text Classification

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

BayesGrad: Explaining Predictions of Graph Convolutional Networks

VoxelNet implementation in Chainer

Sandbox for training deep learning networks

[This project has moved to ChainerCV] Chainer Implementation of Light Head RCNN

A Chainer implementation of ClariNet.

Chainer implementation of deep-INFOMAX

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

Project to train/evaluate convolutional neural networks to count cars from COWC aerial images

Chainer implementation of Pose Proposal Networks

Chainer x TensorRT

ChainerPruner: Channel Pruning framework for Chainer

Reproduction work of "Neural Relational Inference for Interacting Systems" in Chainer

A prototype version of our submitted paper: Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

でぃーぷらーにんぐを無限にやってディープラーニングでDeepLearningするための実装CheatSheet

Introduction to Deep Learning: Chainer Tutorials

The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.

Unified Rule Engine. Graph rewriting system for the AtomSpace. Used as reasoning engine for OpenCog.

GraphNVP: An Invertible Flow Model for Generating Molecular Graphs

19th place solution in "Predicting Molecular Properties"

End-to-End Neural Diarization

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

DeepPose implementation in Chainer

A flexible framework of neural networks for deep learning

Various CNN models for CIFAR10 with Chainer

Object Detection with Faster R-CNN in Chainer

Deep Residual Network implementation by Chainer

Deep Networks with Stochastic Depth implementation by Chainer

Common Machine Learning Library for Python

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Super Resolution of picture images using deep learning

Turn Your Videos/photos/Gif into Art

Densely Connected Convolutional Network implementation by Chainer

Chainer implementation of GAN / Deep Convolutional GAN (DCGAN) based on "Improved Techniques for Training GANs"

SegNet implementation & experiments in Chainer

DEPRECATED!!! the same as official VAE example, but using Trainer in this repo

chainer implementation of pix2pix

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Chainer implementation of Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Deep learning tutorial with Chainer

Chainer implementation of waifu2x

Named Entity Recognition with RNN, implemented by Chainer

Deep metric learning methods implemented in Chainer

WaveNet implementation with chainer

Chainer implementation for Image-to-Image Translation Using Conditional Adversarial Networks

ChainerRL is a deep reinforcement learning library built on top of Chainer.

Implementation of SSD (Single Shot MultiBox Detector) using Chainer

Chainer implementation of the Wesserstein GAN

Chainer implementation of Wasserstein GAN

chainer implementation of VAE-GAN, Wasserstein GAN (WGAN), CycleGAN

ChainerCV: a Library for Deep Learning in Computer Vision

Converts Chainer modules to PyTorch, parameters included.

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

Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)

CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer

DSTC6: End-to-End Conversation Modeling Track

Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

Adversarial Discriminative Domain Adaptation in Chainer

Character Embeddings Recurrent Neural Network Text Generation Models

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

tensorboard for chainer

PSPNet in Chainer

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation