Kintoki's repositories
chinese-text2vec
中文文本的向量表示方法（Sentence-BERT, CoSENT）的PyTorch简单实现，可以用于文本相似度计算。
ark-nlp
A private nlp coding package, which quickly implements the SOTA solutions.
bayesian-irt
Example code for doing MIRT (multidimensional item response theory) simulations in Python using PyMC
cnblogs-theme-silence
📖 一款专注于阅读的博客园主题
Deep-Learning-Book-Chapter-Summaries
Attempting to make the Deep Learning Book easier to understand.
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
DKVMN
Dynamic Key-Value Memory Networks for Knowledge Tracing
DKVMN-1
Dynamic Key Value Memory Networks for Knowledge Tracing
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
GPT2-Chinese
Chinese version of GPT2 training code, using BERT tokenizer.
HowToLiveLonger
程序员延寿指南 | A programmer's guide to live longer
kt-algos
Implementation of some popular knowledge tracing algorithms
learn-regex
Learn regex the easy way
MachineLearningNotes
My personal notes
pypsy
psychometrics package, including MIRT(multidimension item response theory), IRT(item response theory),GRM(grade response theory),CAT(computerized adaptive testing), CDM(cognitive diagnostic model), FA(factor analysis), SEM(Structural Equation Modeling) .
pytorch-cpp-inference
Serving PyTorch 1.0 Models as a Web Server in C++
RecBole
A unified, comprehensive and efficient recommendation library
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
TCAN
A PyTorch implementation of the TCAN model in "Temporal Convolutional Attention-based Network For Sequence Modeling".
TextMatch
基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）
the-algorithm
Source code for Twitter's Recommendation Algorithm
tianshou
An elegant, flexible, and superfast PyTorch deep reinforcement learning platform.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.