138 Open Source Chainer Software Projects
Free and open source chainer code projects including engines, APIs, generators, and tools.
Alpha Zero General 2001 ⭐
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4
Einops 1560 ⭐
Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)
Machine Learning Curriculum 753 ⭐
:computer: Make machines learn so that you don't have to struggle to program them; The ultimate list
Test Tube 621 ⭐
Python library to easily log experiments and parallelize hyperparameter search for neural networks
See 529 ⭐
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
Deep Learning Project Template 555 ⭐
A best practice for deep learning project template architecture.
Loretoparisi Capsnet 414 ⭐
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
Soskek Attention_is_all_you_need 301 ⭐
Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.
Cross Domain Detection 299 ⭐
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
Gp Gan 278 ⭐
Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)
Portrait_matting 254 ⭐
Implementation of "Automatic Portrait Segmentation" and "Deep Automatic Portrait Matting" with Chainer.
Fcn 206 ⭐
Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
Dynamic_routing_between_capsules 201 ⭐
Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
Bert Chainer 198 ⭐
Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
Nnpulearning 169 ⭐
Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
Adversarial_text 104 ⭐
Code for Adversarial Training Methods for Semi-Supervised Text Classification
Comicolorization 94 ⭐
This is the implementation of the "Comicolorization: Semi-automatic Manga Colorization"
Chainer Handson 87 ⭐
CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/
Chainer Graph Cnn 65 ⭐
Chainer implementation of 'Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering' (https://arxiv.org/abs/1606.09375)
Spacenet_building_detection 68 ⭐
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
Cgp Cnn 57 ⭐
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
Convolutional_seq2seq 57 ⭐
fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer
Chainer Mask Rcnn 52 ⭐
Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)
Superresolution_gan 47 ⭐
Chainer implementation of Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Pyner 46 ⭐
🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.
Chainer Fcis 42 ⭐
[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation
Sekiguchi92 Speechenhancement 47 ⭐
The code for multi-channel speech enhancement and source separation such as MNMF, MNMF_DP, ILRMA, ILRMA_DP, FastMNMF, FastMNMF_DP, FCA, FastFCA
Wuhuikai Chainer Pix2pix 39 ⭐
Chainer implementation for Image-to-Image Translation Using Conditional Adversarial Networks
Video Frame Prediction By Multi Scale Gan 36 ⭐
Using a GAN based multi scale CNN to predict future frames of a video. Implemented in Chainer
Musyoku Improved Gan 33 ⭐
Chainer implementation of GAN / Deep Convolutional GAN (DCGAN) based on "Improved Techniques for Training GANs"
Chainer Nri 29 ⭐
Reproduction work of "Neural Relational Inference for Interacting Systems" in Chainer
Chainer Pointnet 29 ⭐
Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework
Lda2vec 21 ⭐
Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019
Cowc_car_counting 21 ⭐
Project to train/evaluate convolutional neural networks to count cars from COWC aerial images
Multi Task Conditional Attention Networks 20 ⭐
A prototype version of our submitted paper: Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.
Opencog Ure 21 ⭐
Unified Rule Engine. Graph rewriting system for the AtomSpace. Used as reasoning engine for OpenCog.
Chainer Light Head Rcnn 18 ⭐
[This project has moved to ChainerCV] Chainer Implementation of Light Head RCNN
Chainer Sort 18 ⭐
Simple, Online, Realtime Tracking of Multiple Objects (SORT) implementation for Chainer and ChainerCV.
Variational_dropout_sparsifies_dnn 18 ⭐
Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer
Resnet Multipleframework 14 ⭐
ResNet benchmark by Keras(TensorFlow), Keras(MXNet), Chainer, PyTorch using Google Colab
Bmi219 2017 Proteinfolding 15 ⭐
UCSF BMI219 Deep Learning (2017), Coding example (Prediction of protein folding with RNN and CNN)
Chainer Meanteachers 13 ⭐
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)
Url Request 26 ⭐
The most advanced HTTP Client with Functional Chaining, Async/Await, Delay, Fork, Infinite Chaining and Repeat for building your Complex APIs easily.
Sagemaker Chainer Container 13 ⭐
Docker container for running Chainer scripts to train and host Chainer models on SageMaker
Chainer Cyclegan 12 ⭐
Unofficial chainer implementation of 'Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks' [Zhu+, ICCV2017]
Relation Extraction Using Cnn 12 ⭐
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.
Chainer Param Monitor 12 ⭐
Monitor parameter and gradient statistics during neural network training with Chainer
Loans 12 ⭐
Code for the Paper "LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks"
Deformable Conv 11 ⭐
Implementation of deformable convolution module presented in "Deformable Convolutional Networks"
Step Wise Chemical Synthesis Prediction 11 ⭐
A GGNN-GWM based step-wise framework for Chemical Synthesis Prediction
Deepbedmap 15 ⭐
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.
Wkentaro Chainer Cyclegan 10 ⭐
Chainer implementation of "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Network".
Chainer Skin Lesion Detector 10 ⭐
Skin Lesion Detector using HAM10000 dataset with Chainer / ChainerCV