Pinned Repositories
active-learning
active-learning-benchmark
Active learning benchmark for classification
alignment-handbook
Robust recipes for to align language models with human and AI preferences
ALiPy
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.
ariapoy.github.io
To my aquamarine.
byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
html.2023.bonusfinal-public
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.
pandas_intro
Python pandas introduction
tensorflow-sequences-time-series-and-prediction-PyTorch
Sequences, Time Series and Prediction by deeplearning.ai
libact
Pool-based active learning in Python
ariapoy's Repositories
ariapoy/pandas_intro
Python pandas introduction
ariapoy/crowd_truth_infer
This is the framework with 17 existing crowdsourced truth inference algorithms.
ariapoy/CrowdLayer
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.
ariapoy/CrowdTI
A truth inference tool in crowdsourcing
ariapoy/cs145-2017
ariapoy/Dynamic_Programming
ariapoy/Faster-Than-Light-LaTeX-Tutorial
Simple LaTeX Tutorial for someone with Chinese.
ariapoy/keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
ariapoy/LogReg-Crowds
Logistic Regression from Crowds
ariapoy/MLEE2016_Public
Reference: http://speech.ee.ntu.edu.tw/~tlkagk/courses_ML16.html
ariapoy/pymining
A few data mining algorithms in pure python
ariapoy/pytorch-definitions
Conditional Generators of Words Definitions, ACL 2018
ariapoy/Queueing
Queueing Theory: Homework and some note.
ariapoy/spark-crowd
A package for dealing with crowdsourced big data. Website: https://enriquegrodrigo.github.io/spark-crowd/