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180530_watson_visual_recognition

「Node.jsで使えるIBMワトソンの画像認識APIで機械学習に挑戦 – アドビクッションの種類を判別してみた」のデモコードです。VisualRecognitionAPIを利用して画像認識を行うサンプルです。

advanced-deep-trading

Mostly experiments based on "Advances in financial machine learning" book

aialpha

Use unsupervised and supervised learning to predict stocks

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

ar.js

Efficient Augmented Reality for the Web - 60fps on mobile!

attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

baby-steps-of-rl-ja

Pythonで学ぶ強化学習 -入門から実践まで- サンプルコード

bert

TensorFlow code and pre-trained models for BERT

bert-japanese

BERT with SentencePiece for Japanese text.

deep_dialog_tutorial

tutorial for deep learning dialogue models

deeplearingfromscratch

djangogaeimage

dlib

A toolkit for making real world machine learning and data analysis applications in C++

eagerexecutionfocalloss

face-api.js

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

focal_loss_keras

Multi-class classification with focal loss for imbalanced datasets

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

getoldtweets-python

A project written in Python to get old tweets, it bypass some limitations of Twitter Official API.

hub

A library for transfer learning by reusing parts of TensorFlow models.

jupyternotebooks

Jupyter notebooks

katool

prototype

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

keras-examples

Kerasのサンプルプログラム

keras-gat

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

keras-transformer

Transformer implemented in Keras

keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

kuromoji.js

JavaScript implementation of Japanese morphological analyzer

labeldetection

manatee