scottsun417's repositories
collaboration_hospital
collaboration research allocation
Network_Analysis_Clustering_COVID-19_Literature
Network Analysis and Clustering of COVID-19 Literature
Polyp_Child
polyp in children
waste-classification-images
waste images classification
suiciderates
Global Suicide Rates Insight and Prediction (1985 - 2015)
hive
Apache Hive
ibd_mr
A retrospective cohort study based on 2669 children with intestinal polyps
Treasure-Tree-analysis
Treasure Tree analysis
scikit-learn
scikit-learn: machine learning in Python
Fifa_V4.0
An R Shiny app used for interactive visualization to improve the FIFA player experience
NHANES
Assessment of Key Risk Factors Driving Diabetes on NHANES Dataset (2005 - 2014)
altair
Declarative statistical visualization library for Python
statsmodels
Statsmodels: statistical modeling and econometrics in Python
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
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)。
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
jieba
结巴中文分词
smote_variants
A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
DUCK-Net
Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )
pyBKT
Python implementation of Bayesian Knowledge Tracing and extensions
myrpackage
R package that fit a logistic regression model
clinicalBERT
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
tf-faster-rcnn
Tensorflow Faster RCNN for Object Detection
Diagnosing-ADHD-With-ConvLSTM
Classifying ADHD fMRI data with a CNN+LSTM Model
Sentiment-Analysis
Chinese Shopping Reviews sentiment analysis
Amazon-Product-Recommender-System
Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html