Jiang Su's repositories
SpectralMultivariateCalibration
Partial Least Squares implementation in Python
spectrochempy
SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python
algorithm-archive
A collaborative book on algorithms
anything-llm
Open-source ChatGPT equivalent experience for both open and close source LLMs, embedders, and vector databases. Supports unlimited documents, threads, and concurrent users and management all in a very clean UI.
auto-sklearn
Automated Machine Learning with scikit-learn
autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
biospectools
Tools for working with spectral data https://biospectools.readthedocs.io/en/latest/
CPlusPlusThings
C++那些事
BiSCI
A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)
cupy
NumPy & SciPy for GPU
DeepLearning_for_VIS-NIR_Spectra
Deep Learning models applied to the analysis of VIS-NIR spectral data
di-PLS
Python implementation of domain-invariant partial least squares regression (di-PLS)
FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
lmfit-py
Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting.
mlpack
mlpack: a scalable C++ machine learning library --
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
nirpyresearch
Snippets and data from the blog of Nirpy Research
optuna
A hyperparameter optimization framework
orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
PFCE
A Parameter-Free Framework for Calibration Enhancement of Near-Infrared Spectroscopy Based on Correlation Constraint
py-matrix-algorithms
Python library of 2-dimensional matrix algorithms.
pynir
python toolkit for calibration of near infrared ( NIR) spectra
Raman-Spectra-Deep-Learning
PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, GNN and contrastive learning
RamanSPy
RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"