yale1417,Yangyang,github

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

Sentiment Classifier base on traditional Maching learning methods, eg Bayes, SVM ,DecisionTree, KNN and Deeplearning method like MLP,CNN,RNN(LSTM). 基于机器学习与深度学习方法的情感分析算法实现与对比，包括决策树，贝叶斯，KNN, SVM ,MLP, CNN, LSTM实现

siamesesentencesimilarity

SiameseSentenceSimilarity,个人实现的基于Siamese bilstm模型的相似句子判定模型,提供训练数据集和测试数据集.

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

spinningup

An educational resource to help anyone learn deep reinforcement learning.

synonym_detection

同义词挖掘算法

synonyms

:herb: 中文近义词：聊天机器人，智能问答工具包

tencent2019_finals_rank1st

2019腾讯广告算法大赛完整代码（冠军）

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档，将文档进行关键信息提取，进行结构化，并最终组织成图谱组织形式，形成对文章语义信息的图谱化展示。

the-gan-world

Everything about Generative Adversarial Networks

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tutorials

PyTorch tutorials.

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

vision

Datasets, Transforms and Models specific to Computer Vision

voc2coco-pattern

change the vocdataset 2 cocodataset pattern

word2vector

Self complemented word embedding methods using CBOW，skip-Gram，word2doc matrix , word2word matrix ,基于CBOW、skip-gram、词-文档矩阵、词-词矩阵四种方法的词向量生成

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

xxtea-python

XXTEA encryption algorithm library for Python

yolo_object_detection

This is the code for "YOLO Object Detection" by Siraj Raval on Youtube

yolo_tensorflow

Tensorflow implementation of YOLO, including training and test phase.

yousan.ai

Awesome resources of yousan.ai(closely related to deep learning).

z_knowledge_graph

Bulding kg from 0

zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

zhidaochatbot

ZhidaoChatbot, a chatbot that can be an expert on the common questions like why,how,when,who,what based on the online question-answer website，基于线上公开问答数据的知道类问答机器人demo，与检索方式不同，可以进行常规问题的问答，如为什么，怎么样，是什么等，基于该方式，可以作为问答机器人常识接口，也可以作为常识知识库构建

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.

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