Is the butteryfly dreaming that it is a person?
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Name: Ayrton San Joaquin
Type: User
Bio: Self-supervised learner
Location: Singapore
Name: Ayrton San Joaquin
Type: User
Bio: Self-supervised learner
Location: Singapore
Is the butteryfly dreaming that it is a person?
My personal website.
My implementation of basic algorithms in Java for class. Primarily used for reference now.
Followed from a Pytorch Tutorial on making a simple chatbot
Colorize Images with a Generative Adversarial Network (GAN)
This model is meant to help triage patients (prioritize certain patients for testing, quarantine, and medical attention) that require diagnosis for COVID-19. This model is not meant to diagnose COVID-19.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
While finetuning or prompting with correct information may alleviate biased or incorrect information, we ask how effective this approach is as we vary a Transformer model's size. We ask the question: How "fast" can the model discriminate the new and correct information from the old, harmful information?
[ICLR 2020] A repository for extremely fast adversarial training using FGSM
Explore a selection of github repositories using a search engine with filters. Originally made to practice React.
Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
My reference for Ocaml code
This is an image classifier trained on a Resnet 34 CNN model to classify images of Jesus of Nazareth (religious figure), Obi-Wan Kenobi (Jedi Master), and Russell Brand (British actor).
Content for Udacity's Machine Learning curriculum
Code for Project Aria
Implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation (Fong, et. al., 2018)
I used and created some of these functions to modify the metabolic model for Neuontobotrys tarapacana (Ntara). These files reflect the modified code started by Wayne Toh used for the same project.
Image classifier to detect Pneumothorax (collapsed lung) on x-ray scans. It is trained on a Resnet 50 CNN model.
Library for training machine learning models with privacy for training data
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.
PyTorch ,ONNX and TensorRT implementation of YOLOv4
This is a [Stable] PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]
GPT-2 Transformer model (with 117 million parameters) running fine-tuned for Spongebob -sounding script generation. Server-side is hosted via Google Cloud Run. Credits to minimax for making this fun API!
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
This is a repo for analyzing Twitter's Image Crop Analysis paper (Yee, Tantipongpipat, and Mishra, 2021) for the 2021 Twitter Algorithmic Bias Challenge.
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.