Idiot's repositories
Active-Passive-Losses
[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels
AhoCorasickDoubleArrayTrie
An extremely fast implementation of Aho Corasick algorithm based on Double Array Trie.
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
AutoPhrase
AutoPhrase: Automated Phrase Mining from Massive Text Corpora
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
bio-cnn
Implementation of a standard CNN for text classification with deep and wide and ordinal extensions
chaizi
漢語拆字字典
ChatterBot
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
ColossalAI
Making large AI models cheaper, faster and more accessible
EntityLinkingRetrieval-ELR
Exploiting entity linking in queries for entity retrieval
GALI472.github.io
一个围绕机器学习的blog
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
hexo-theme-yilia
一个简洁优雅的hexo主题 A simple and elegant theme for hexo.
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
models
Models and examples built with TensorFlow
MTBook
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
multisense-prob-fasttext
ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)
nlp-hanzi-similar
The hanzi similar tool.(汉字相似度计算工具。中文形近字算法)
QA_multi-columnCNN
使用MCCNNs创建的问答系统（实现论文Question Answering over Freebase with Multi-Column Convolutional Neural Networks）
SimCSE-tensorflow
SimCSE的tensorflow版本实现，以及基础实验对比
SimilarCharacter
对常用的6700个汉字进行音、形比较，输出音近字、形近字的列表。 # 相近字
slot_filling_intent_joint_model
attention based joint model for intent detection and slot filling
Tencent_Social_Ads
第一届腾讯社交广告高校算法大赛(全国14名)
WikipediaEntities
Derive named entities from Wikipedia