wangz10/contrastive_loss

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wangz10/contrastive_loss

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Experiments with supervised contrastive learning methods with different loss functions

Contrastive loss functions

Experiments with different contrastive loss functions to see if they help supervised learning.

For detailed reviews and intuitions, please check out those posts:

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

Jupyter Notebook

Generative-Models

Tutorial on deep generative models with experiments on MNIST

Jupyter Notebook

gcn-playground

Jupyter Notebook

clustergram

A simple python plotting function improving the MATLAB clustergram

pyHgMapper

A repository for the final project of the Python class by Dr. Ali Bashir

wangz10.github.io

Personal website

fastQCorrector

Correct invalid fastq files

pygmt

Commonly used methods for processing gmt files,

UdacityDeepLearning

Jupyter Notebook

plot_with_python

Scripts and data used for the "Computer Programming for Big Data Biomedicine" class

Mulan

Fork of Mulan from SourceForge (http://sourceforge.net/projects/mulan/)

LINCS-Merge-Data

Jupyter Notebook

wangz10

clustergram.js

Interactive visualization of clustergrams

text-classification

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

Jupyter Notebook

chem-fingerprints

Automatically exported from code.google.com/p/chem-fingerprints

Reinformcement-Learning

Assignments and practices from various RL cources

Jupyter Notebook

NER-playground

Experiments with Named Entity Recognition algorithms

Jupyter Notebook