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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

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。

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[email protected] 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

inverse-reinforcement-learning

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.