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algo

数据结构和算法必知必会的50个代码实现

aspect_level_sentiment

Aspect_Level_Sentiment

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

captionmetrics

Image Caption metrics: Bleu、Cider、Meteor、Rouge、Spice

catr

Image Captioning Using Transformer

cocoapi

COCO API - Dataset @ http://cocodataset.org/

face_emotion_recognition

The application of FER-model can recognize Facial-expression in real-time

fer2013

CNN based on images from Kaggle's FER2013 competition, achieving 67.59% accuracy on the final test set - equivalent of the 5th place on the leaderboard.

glados-checkin-1

image-caption-generator

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

kaggle-api

Official Kaggle API

ml-andrewng-notes

Coursera吴恩达机器学习课程笔记及资源整理

ml-python

multimodal-sentiment-analysis

Attention-based multimodal fusion for sentiment analysis

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

places365

The Places365-CNNs for Scene Classification

pythondataanalysis

The data and code that used in my book.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

rouge

A full Python Implementation of the ROUGE Metric (not a wrapper)

vgg16-in-keras

Implementation of VGG16 architecture in Keras

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.