fffaby Goto Github PK

align_uniform

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.

bio_corex

A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations

bioc2017singlecell

Bioconductor2017 workshop - Analysis of single-cell RNA-seq data: Normalization, dimensionality reduction, clustering, and lineage inference

cca_zoo

Canonical Correlation Analysis Model Zoo: Standard: CCA, GCCA, MCCA, TCCA, KCCA, TKCCA, sparse CCA , ridge CCA and elastic CCA, PMD, PLS. Deep: DCCA, DMCCA, DGCCA, DTCCA. DVCCA, DCCAE, SplitAE. Probabilistic: VBCCCA. With simulated data generation and toy datasets.

clustergan

Latent space clustering in Generative Adversarial Network (GAN)

clustergan-1

Pytorch Implementation of ClusterGAN (arXiv:1809.03627)

clustering_on_transcript_compatibility_counts

Clustering cells from single cell RNA seq assays

contrastive-clustering

Code for the paper "Contrastive Clustering" (AAAI 2021)

corex

CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.

corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

coursera-ml-py

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

cs231n-2016-winter

All lecture notes and assignments for CS231n: Convolutional Neural Networks for Visual Recognition class by Stanford

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

dec-keras

Keras implementation for Deep Embedding Clustering (DEC)

dec_pytorch

deepcca

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.

deepcca-1

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.

deepclustering

Methods and Implements of Deep Clustering

deepembeddedclustering

chainer implementation of Deep Embedded Clustering

deeplearningbook-chinese

Deep Learning Book Chinese Translation

desc

Deep Embedding for Single-cell Clustering

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

fangfeilin.github.io

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

fffaby

fffaby.github.io

Homepage about FangfeiLin.

hgcae

HGCAE Pytorch implementation. CVPR2021 accepted.

hyperbolic_hierarchical_clustering

Code for: Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space. Nicholas Monath, Manzil Zaheer, Daniel Silva, Andrew McCallum, Amr Ahmed. KDD 2019.

hyperbolic_nn

Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112