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scottsun417's Projects
altair
Declarative statistical visualization library for Python
amazon-product-recommender-system
Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html
clinicalbert
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
collaboration_hospital
collaboration research allocation
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
diagnosing-adhd-with-convlstm
Classifying ADHD fMRI data with a CNN+LSTM Model
duck-net
Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
fifa_v4.0
An R Shiny app used for interactive visualization to improve the FIFA player experience
hanlp
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
hive
Apache Hive
ibd_mr
A retrospective cohort study based on 2669 children with intestinal polyps
jieba
结巴中文分词
medicalgpt
MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。
myrpackage
R package that fit a logistic regression model
network_analysis_clustering_covid-19_literature
Network Analysis and Clustering of COVID-19 Literature
nhanes
Assessment of Key Risk Factors Driving Diabetes on NHANES Dataset (2005 - 2014)
polyp_child
polyp in children
pybkt
Python implementation of Bayesian Knowledge Tracing and extensions
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
scikit-learn
scikit-learn: machine learning in Python
sentiment-analysis
Chinese Shopping Reviews sentiment analysis
smote_variants
A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
statsmodels
Statsmodels: statistical modeling and econometrics in Python
suiciderates
Global Suicide Rates Insight and Prediction (1985 - 2015)
tf-faster-rcnn
Tensorflow Faster RCNN for Object Detection
treasure-tree-analysis
Treasure Tree analysis
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
waste-classification-images
waste images classification
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