wangz10

contrastive_loss

Experiments with supervised contrastive learning methods with different loss functions

tensorflow-playground

Implementations of some Deep Learning models using tensorflow with scikit-learn like APIs

class_imbalance

Jupyter Notebook presentation for class imbalance in binary classification

Generative-Models

Tutorial on deep generative models with experiments on MNIST

gcn-playground

CS294-DeepRL-homework

Assignments for CS294-112.

wangz10.github.io

Personal website

courses

fast.ai Courses

dmoa

Source code for DMOA

docker-python

Kaggle Python docker image

g2e-lite

Light version of geo2enrichr: only serving the APIs

june27

mimic-iv

Code and discussion around the MIMIC-IV database

NER-playground

Experiments with Named Entity Recognition algorithms

Reinformcement-Learning

Assignments and practices from various RL cources

text-classification

A presentation/tutorial on text classification from the basics to advanced.

wangz10

awesome-rl

Reinforcement learning resources curated

aws-rosettafold

Infrastructure template and Jupyter notebooks for running RoseTTAFold on AWS Batch.

chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

covid_19_analyses

GenerativeModels

grammarVAE

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

graphstorm

Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.

iclr-blog-track.github.io

keras-gcn

Keras implementation of Graph Convolutional Networks

keras-molecules

Autoencoder network for learning a continuous representation of molecular structures.

monocle-release

react-select

The Select Component for React.js

semisupervised_vae

Replication of Semi-Supervised Learning with Deep Generative Models