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followers: 72.0 following: 42.0 repos: 50.0 gists: 1.0

Name: Bo Zhang

Type: User

Company: National Astronomical Observatories, CAS

Bio: Hakuna matata!

Location: Beijing, China

Blog: https://orcid.org/0000-0002-6434-7201

A self-introduction

I'm a staff member of the CSST Group @ National Astronomical Observatories, CAS.
I work on spectroscopic data from LAMOST, SONG-China, and CSST, etc.
My interests include applications of machine learning techniques in stellar spectroscopy.

Recent Events

[last updated: 2021-11-18]

2021-11-09: Added SLAM-PyTorch
- A tutorial is here, test data link inside.
2021-04-05: Uploaded RV & RVZPs of LAMOST MRS DR7
- https://github.com/hypergravity/paperdata
2021-01-23: Documentation for laspec [NEW!]:
- https://laspec.readthedocs.io/en/latest/
2020-11-06: Paperdata:
- paper data can be found in the repository paperdata.
2020-11-06: Spectroscopy slides
- For the slides on spectroscopy @Nanjing, click here

Bo Zhang's Projects

adsabs-dev-api

Developer API service description and example client code

astrostatistics

Lecture materials for astrostatistics at UCAS (python part).

autoencoders

Torch implementations of various types of autoencoders

bfosc

An automated pipeline for the 2.16m BFOSC data reduction.

cham_hates_python

This is the matierial used in Bo Zhang(@hypergravity)'s lecture on python at NAOC stars & star systems group.

cham_teaches_python

This is the matierial used in Bo Zhang(@hypergravity)'s lecture on python at NAOC stars & star systems group.

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, Spark, Hadoop MapReduce, HDFS, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

emission_line_stars

eslscratch

ESL

generative-adversarial-networks-projects

Generative Adversarial Networks Projects, published by Packt

hpc-submission-scripts

Example job submission scripts for HPC systems (PBS and SLURM)

hrs

High Resolution Spectrograph (2.16m) Reduction pipeline.

hypergravity

hypergravity.github.io

Bo Zhang's github blog

isochrones

Pythonic stellar model grid access; easy MCMC fitting of stellar properties

laspec

A toolkit for LAMOST spectra.

laspec_data

lhstat

line_profile_fit

mesa-docker

mlsfh

nalu

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

nalu-pytorch

A PyTorch Implementation of "Neural Arithmetic Logic Units"

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