zzsnow's repositories
AdversarialNetsPapers
Awesome paper list with code about generative adversarial nets
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2020
An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.
bokeh
Interactive Data Visualization in the browser, from Python
canopus_treemap
CANOPUS visualization for Jupyter notebook
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
dao-2048
2048 game
deepHaem
Implementation of a deep convolutional neural network for predicting chromatin features from DNA sequence
deepmass
DeepMass is a suite of tools to enable mass spectrometry data analysis using modern machine learning techniques.
DI2A
Python and R code for peptide identification and quantification from direct infusion data-independent acquisition mass spectrometry data.
FATE
An Industrial Grade Federated Learning Framework
ggplot2
An implementation of the Grammar of Graphics in R
GNNPapers
Must-read papers on graph neural networks (GNN)
GraphNeuralNetwork
《深入浅出图神经网络：GNN原理解析》配套代码
HUMOS
HUMOS is a web application aimed to help teaching Orbitrap mass spectrometry. HUMOS models a mass spectrum of a peptide mixture allowing to investigate the influence of mass spectral acquisition parameters. By changing the parameters and observing the differences one can learn more about mass spectral resolution, duty cycle, the throughput of the analysis, ion accumulation, spectral dynamic range, and get familiar with advanced spectral acquisition methods, such as BoxCar.
jupyter
Jupyter metapackage for installation, docs and chat
perseus-plugins
The perseus software for the statistical analysis of omics data (http://www.perseus-framework.org/) has a plugin architecture. Here you find the code necessary to develop your own plugins.
philosopher
A complete toolkit for shotgun proteomics data analysis
pytorch-Deep-Learning
Deep Learning (with PyTorch)
scCaps
An interpretable deep-learning architecture of capsule networks for identifying cellular-type gene expression programs from single-cell RNA-seq data
SCPCompanion
SCPCompanion for single cell proteomic analysis by mass spectrometry
SCPCompanionSource
Source Code for SCP Companion
sklearn-doc-zh
:book: [译] scikit-learn（sklearn） 中文文档
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习