austin010209 Goto Github PK
Type: User
Type: User
Training and testing of DeepBind models on scATAC data
DNABERT: pre-trained BERT model for DNA-language in genome
high school
In this project, we implemented multi-class logistic regression from scratch and compared it with K-Nearest Neighbours (KNN) and Naive Bayes on the digits dataset and letters dataset from OpenML. We tracked performance indicators such as the accuracy and the running time of models with different hyper-parameters using a simple grid search. We have found that both logistic regression and KNN work well in classical multi-class classification problems. Logistic regression is fast during prediction while KNN struggles to scale with large datasets. Naive Bayes, on the other hand, has lower accuracy due to holding a strong and wrong assumption for our datasets.
Particle-based Viscoelastic Fluid Simulation
We use a US Google symptom search trends dataset[1] and a US COVID-19 hospitalization cases dataset[2] in order to compare how well K-Nearest Neighbour Regression and Decision Trees perform when predicting hospitalization cases from related symptom searches.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.