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GeekZW's Projects

kernel-ridge-regression icon kernel-ridge-regression

In this exercise, we will perform kernel ridge regression (KRR) on the data set. For this exercise, you will hold out 2=3 of data for training and report the test results on the remaining 1/3.

labelimg icon labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

langchain-chatglm icon langchain-chatglm

langchain-ChatGLM, local knowledge based ChatGLM with langchain | 基于本地知识库的 ChatGLM 问答

llmspracticalguide icon llmspracticalguide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ner_demo icon ner_demo

中文命名实体识别NER。用keras实现BILSTM+CRF、IDCNN+CRF、BERT+BILSTM+CRF进行实体识别。结果当然是BERT+BILSTM+CRF最好啦。

nlpcda icon nlpcda

一键中文数据增强包 ; NLP数据增强、bert数据增强、EDA:pip install nlpcda

paddlenlp icon paddlenlp

Easy-to-use and Fast NLP library with awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications.

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pulmonary-nodules-maskrcnn icon pulmonary-nodules-maskrcnn

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛:Mask R-CNN肺部结节智能检测(Segmentation + Classification)

pycorrector icon pycorrector

pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,ConvSeq2Seq,BERT,MacBERT,ELECTRA,ERNIE,Transformer,T5等模型实现,开箱即用。

qasystemonmedicalkg icon qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建,自动问答,基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。

r-drop icon r-drop

R-Drop方法在中文任务上的简单实验

simcse icon simcse

SimCSE: Simple Contrastive Learning of Sentence Embeddings

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

time-nlp icon time-nlp

中文语句中的时间语义识别。即通过分析中文语句,识别出话语中提到的时间。

time-nlpy icon time-nlpy

Time-NLP的Python3版本 中文时间表达识别

timenlp icon timenlp

时间关键词正则提取以及标准化

unet icon unet

unet for image segmentation

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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