lilyrader's starred repositories
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
North-China-Electric-Power-University-Graduate-Paper-By-LaTex
华北电力大学毕业设计（论文）LaTex模板
bert-utils
一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算
Mathematical-Modeling-In-Python
用Python实现了《数学建模算法与应用》第二版中的部分示例代码. (原书中使用的是Matlab)
jsonformer
A Bulletproof Way to Generate Structured JSON from Language Models
Numerical-Optimization-Machine-learning
Codes for popular numerical optimization methods and machine learning algorithms
how-to-python-code
A collection of Jupyter Notebooks from the How to Python series
100-nlp-papers
100 Must-Read NLP Papers
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
ChineseBert
Code for ACL 2021 paper "ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information"
Chinese-Text-Classification-Pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
text_classification
使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比
SVMImageClassification
基于SVM的简单机器学习分类，可以使用svm, knn, 朴素贝叶斯，决策树四种机器学习方法进行分类
nlp-competitions-list-review
复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！
numpy_neural_network
仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...
text_matching_for_electric
电力领域文本匹配
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
pytorch-tutorial
PyTorch深度学习快速入门教程（绝对通俗易懂！）
Ai-Learn
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
PytorchNetHub
项目注释+论文复现+算法竞赛+Pytorch实践
pyDecision
pyDecision is a comprehensive Python library that encompasses a wide array of Multi-Criteria Decision Analysis (MCDA) methods. These powerful and versatile tools assist in making effective decisions by comparing alternatives based on multiple criteria, making it a valuable resource for researchers, analysts, and decision-makers.