Xiongfei Geng (耿雄飞)'s repositories
AGN_Variability_Analysis_Handbook
Contains jupyter notebooks to reproduce figures in the tutorial, "AGN Variability Analysis Handbook" by Jackeline Moreno, Michael S. Vogeley and Gordon T. Richards.
MathematicalPhysics
Course material from my mathematical physics class and related info
quasar_drw
A tool box for analyzing quasar light curve based on damped random walk model
Arima
Time series prediction using ARIMA
assignment07
This is a repository for Computer Vision and Machine Leaning Course assignment07 for Polynomial fit through Least Square Approximation.
astroscrappy
Speedy Cosmic Ray Annihilation Package in Python
bayesianBlocks-2
matlab implementation of bayesian blocks algorithm by Scargle et al
BayesianBlocks-3
Optimal Adaptive Feature Binning using Bayesian Blocks
best-fit
Script for a function that fits polynomial and segmented regressions and chooses the best one automatically using an Akaike or Bayesian information criterion.
Continuous-Wavelet-Transform
Continuous wavelet transform with support for Morse and Morlet waves and quick plotting functionality, similar to Matlab's built in cwt but faster and in some ways more complete.
cwt-tensorflow
Continuous wavelet transform (CWT) in tensorflow
external-radiation-fields
Transform into the comoving blob reference frame some external radiation fields in the vicinity of blazar jets.
github_bubbles
Contains all plots and the tex file.
hoppMCMC
An adaptive basin-hopping Markov-chain Monte Carlo algorithm for Bayesian optimisation
Introduction-to-Time-Series-forecasting-Python
Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.
Lognormal-Powerlaw-fit
Selecting the best model to fit a distribution which has lognormal and/or power-law features.
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
NamJedi
Modelling Synchrotron Radiation using Python: Astronomy and Astrophysics Workshop Namibia
nestle
Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.
notebook
学思笔记
pose-residual-network-pytorch
Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper https://arxiv.org/abs/1807.04067
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
radproc
Librería de radiative processes, y proyectos relacionados (v0.3)
simple_ssc_model
A simple naima-based self-synchrotron compton (SSC) model for the Crab Nebula
Spectral-density-EEG-analysis
Discrimination of different states of consciousness based on spectral power density machine learning classification
wavelets
Torrence & Compo Wavelet Analysis Software
WAVEPAL
Frequency and time-frequency analysis for irregularly sampled time series