138 Open Source Chainer Software Projects

Set up deep learning environment in a single command line.

A flexible framework of neural networks for deep learning

End-to-End Speech Processing Toolkit

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

Resource scheduling and cluster management for AI

Sandbox for training convolutional networks for computer vision

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

ChainerCV: a Library for Deep Learning in Computer Vision

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

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

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

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

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

A best practice for deep learning project template architecture.

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

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

DeepPose implementation in Chainer

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

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

Object Detection with Faster R-CNN in Chainer

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

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

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)

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

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

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

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

Deep metric learning methods implemented in Chainer

Various CNN models for CIFAR10 with Chainer

chainer implementation of pix2pix

Chainer implementation of Pose Proposal Networks

End-to-End Neural Diarization

Code for Adversarial Training Methods for Semi-Supervised Text Classification

Chainer implementation of waifu2x

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

Chainer implementation of Wasserstein GAN

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

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

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

Add-on package for ONNX format support in Chainer

Super Resolution of picture images using deep learning

PSPNet in Chainer

A Chainer implementation of VQ-VAE.

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

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

Implementation of SSD (Single Shot MultiBox Detector) using Chainer

Turn Your Videos/photos/Gif into Art

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

Introduction to Deep Learning: Chainer Tutorials

Character Embeddings Recurrent Neural Network Text Generation Models

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

Deep Residual Network implementation by Chainer

WaveNet implementation with chainer

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

DSTC6: End-to-End Conversation Modeling Track

BayesGrad: Explaining Predictions of Graph Convolutional Networks

GraphNVP: An Invertible Flow Model for Generating Molecular Graphs

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

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

A Chainer implementation of ClariNet.

SegNet implementation & experiments in Chainer

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

tensorboard for chainer

Deep Networks with Stochastic Depth implementation by Chainer

The code for multi-channel speech enhancement and source separation such as MNMF, MNMF_DP, ILRMA, ILRMA_DP, FastMNMF, FastMNMF_DP, FCA, FastFCA

Densely Connected Convolutional Network implementation by Chainer

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

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

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

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

Converts Chainer modules to PyTorch, parameters included.

Chainer x TensorRT

Exploration tool for your NeuralNetwork

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

Inverse Reinforcement Learning Argorithms

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

Chainer implementation of deep-INFOMAX

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

Deep learning tutorial with Chainer

VoxelNet implementation in Chainer

Common Machine Learning Library for Python

Chainer implementation of Deepmind's Visual Attention Model paper

Jupyter notebooks for Chainer hands-on

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

19th place solution in "Predicting Molecular Properties"

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

Chainer implementation of the Wesserstein GAN

Adversarial Discriminative Domain Adaptation in Chainer

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

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

Named Entity Recognition with RNN, implemented by Chainer

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

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

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

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

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

Chainer implementation of Grad-CAM

ChainerPruner: Channel Pruning framework for Chainer

maskrcnn implementation using chainer

Chainer implementation of Dense Fusion

A fast implementation of Neural Image Caption by Chainer

Adversarial attack methods, FGSM and TGSM, implemented in Chainer

Chainer implementation of the paper Robust Conditional Generative Adversarial Networks

links of my implementation

Least Squares Generative Adversarial Network implemented in Chainer

ResNet benchmark by Keras(TensorFlow), Keras(MXNet), Chainer, PyTorch using Google Colab

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

書籍「今すぐ試したい！機械学習・深層学習（ディープラーニング）画像認識プログラミングレシピ」のソースコードを配布するレポジトリです。

deep-learning platforms,framework,data（深度学习平台、框架、资料）

Chainer implementation of StackGAN

Chainer implementation of the paper "Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results" (https://arxiv.org/abs/1703.01780)

The most advanced HTTP Client with Functional Chaining, Async/Await, Delay, Fork, Infinite Chaining and Repeat for building your Complex APIs easily.

Docker container for running Chainer scripts to train and host Chainer models on SageMaker

BlackOut and Adaptive Softmax for language models by Chainer

Unofficial chainer implementation of 'Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks' [Zhu+, ICCV2017]

A Chainer implementation of a Convolutional Network model for relation classification in the SemEval Task 8 dataset. This model performs Multi-Way Classification of Semantic Relations Between Pairs of Nominals in the SemEval 2010 task 8 dataset.

Monitor parameter and gradient statistics during neural network training with Chainer

Sequential Learning for Dance generation

Code for the Paper "LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks"

Chainer implementation of Bayesian Convolutional Neural Networks (BCNNs)

This is implementation examples by Chainer.

Saliency calculation module for Chainer

Implementation of deformable convolution module presented in "Deformable Convolutional Networks"

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

Othello AI (AlphaGo's PV-MCTS algorithm)

Kaggle Kuzushiji Recognition: code for the 8th place solution.

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

Notifier and manager bot for ML librarier: Keras and Chainer

Chainer implementation of "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Network".

Yolo v2 implementation in Chainer, ChainerCV

compare popular deep learning libraries

chainer implementation of Deep Embedded Clustering

Skin Lesion Detector using HAM10000 dataset with Chainer / ChainerCV

johnny - a neural network graph based DEPendency Parser

Adversarial perturbations on word embeddings of BERT