ychliu's repositories
Python-100-Days
Python - 100天从新手到大师
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
deeplearning-models
A collection of various deep learning architectures, models, and tips
DeepNovo-DIA
De novo peptide sequencing for DDA and DIA by deep learning
DeepRTplus
Deep (Transfer) Learning for Peptide Retention Time Prediction
DreamDIA-XMBD
Software for data-independent acquisition (DIA) proteomic data processing with deep representation features.
FragPipe
A cross-platform Graphical User Interface (GUI) for running MSFragger and Philosopher - powered pipeline for comprehensive analysis of shotgun proteomics data
JointAnalysis
A pipeline for joint analysis of multiple DIA mass spectrometry datasets
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
LibMatic
DIA-Umpire based pipeline for generation of spectral libraries for targeted analysis of DIA data.
lihang-code
《统计学习方法》的代码实现
ML-AndrewNg-Notes
Coursera吴恩达机器学习课程笔记及资源整理
msproteomicstools
Some hopefully useful tools for mass spectrometry applied to proteomics
peakdetect
Simple peak detection
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
pyOpenMS
Python bindings for Open-MS framework
pyprophet
PyProphet: Semi-supervised learning and scoring of OpenSWATH results.
shap
A game theoretic approach to explain the output of any machine learning model.
triplet-loss-gluon
MXNet / Gluon 中 Triplet Loss 算法