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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

cifar-10

kaggle竞赛

cnn-svm-chinese-text-classification

cs224n-learning-camp

deep-siamese-text-similarity

基于siamese-lstm的中文句子相似度计算

deepin-wine-ubuntu

Deepin Wine for Ubuntu/Debian

han

Implement Hierarchical Attention Networks for Document Classification with Tensorflow

hierarchical-attention-networks-for-document-classification-tensorflow

kallaxdb

kallaxDB源码

keras_layernorm_mlp_lstm

layer normalization for mlp and lstm in Keras

lstm-rnn-stock-predict

这是一个基于LSTM-RNN算法的线上金融股票价格走势预测的小项目，使用tensorflow框架实现。

mvsnerf

[ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

nerfingmvs

[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

ox-ctrl

OX: Computational Storage SSD Controller

p2p

pytorch-cifar-models

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

rnn_text_classification

bidirectional rnn for text classification

rnn_text_classify

Text classification using LSTM

sentence-similarity

问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。

sentiment-analisys

Adversarial training methods for semi-supervised text classification

stockpredict

pytorch实现用LSTM做股票价格预测

tensorflow

Tensorflow实例：利用LSTM预测股票

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

text-cnn

嵌入Word2vec词向量的CNN中文文本分类

text_rnn_attention

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

textclassification

基于scikit-learn实现对新浪新闻的文本分类，数据集为100w篇文档，总计10类，测试集与训练集1:1划分。分类算法采用SVM和Bayes，其中Bayes作为baseline。

tutorials

机器学习相关教程

webservice

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

yanjiang0216.github.io