chang111's Projects
Azkaban workflow manager.
Empirical tricks for training state-of-the-art robust models on CIFAR-10
A Python implementation of global optimization with gaussian processes.
Bayesian Deep Learning Benchmarks
Model Serving Made Easy
TensorFlow code and pre-trained models for BERT
Uncertainty-Aware Reliable Text Classification (KDD 2021)
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Source Codes: Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks--AAAI 2020
A simple, extensible library for developing AutoML systems
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation
Uplift modeling and causal inference with machine learning algorithms
ā° CCF recommendation conference Deadline Countdowns
Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)
Classification models trained on ImageNet. Keras.
repository for Publicly Available Clinical BERT Embeddings
Web application to fight Covid19
CogDL: An Extensive Toolkit for Deep Learning on Graphs
Conditional Structure Generation through Graph Variational Generative Adversarial Nets, NeurIPS 2019.
Acceptance rates for the major AI conferences
Keras implementation of Representation Learning with Contrastive Predictive Coding
Experiments with supervised contrastive learning methods with different loss functions
Data repository of Project Coswara
Analysis of high resolution clinical data for COVID-19 patients
The repository contains a collection of Arabic tweets IDs associated with the novel coronavirus COVID-19. The dataset contains Tweets' ids from 2020-03-01 to 2020-03-30. The Twitter search API was used to gather real-time tweets that contained specific keywords in the Arabic language. The dataset contains almost two millions and half arabic tweets.
Course notes for CS228: Probabilistic Graphical Models.