ariapoy Goto Github PK
Name: Poy
Type: User
Company: NTU GIMN
Bio: PhD student in the GINM @ NTU.
Twitter: ariapoy
Location: Taipei, Taiwan
Name: Poy
Type: User
Company: NTU GIMN
Bio: PhD student in the GINM @ NTU.
Twitter: ariapoy
Location: Taipei, Taiwan
Active learning benchmark for classification
Robust recipes for to align language models with human and AI preferences
ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.
To my aquamarine.
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
靜心中學高中資訊社課程 Chingshin Academy
This is the framework with 17 existing crowdsourced truth inference algorithms.
A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.
A truth inference tool in crowdsourcing
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support
Deep Active Learning
Code for "Diffusion Model Alignment Using Direct Preference Optimization"
Collection of my docker environments.
Diffusion Reinforcement Learning Library
Simple LaTeX Tutorial for someone with Chinese.
The repository serves as the tutorial for the bonus track of the final project of [CSIE 5043] Machine Learning during the Spring semester of 2023 at National Taiwan University.
NTU ICG 2021 Spring Final
[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
Pool-based active learning in Python
Logistic Regression from Crowds
Reference: http://speech.ee.ntu.edu.tw/~tlkagk/courses_ML16.html
NTU Sprint 2021 DIP
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Python pandas introduction
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.