Beijing

He Wang

Elite
@iphysresearch

Research Associate at ICTP-AP (UCAS), ITP-CAS, Ph.D. at BNU 🇨🇳. Interests include data analysis of gravitational waves and machine learning.

DataSciComp. A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.

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TOP250movie_douban. TOP250豆瓣电影短评:Scrapy 爬虫+数据清理/分析+构建中文文本情感分析模型

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GWData-Bootcamp. Gravitational Wave Data Exploration: A Practical Training in Programming and Analysis

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CQT_toolbox_python. Constant-Q Transform Toolbox for Python/MATLAB

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S_Dbw_validity_index. S_Dbw validity index

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UndergradResearchLab. 中国科学院大学太极实验室“大学生创新实践训练计划”

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PhDthesis_html. My PhD Thesis (HTML)

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evo-mcts. Official implementation of "Automated Algorithmic Discovery for Gravitational-Wave Detection Guided by LLM-Informed Evolutionary Monte Carlo Tree Search" (arXiv:2508.03661).

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iphysresearch.github.io_Archive. Blog (under construction)

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2023gwml4tianqin. Summer School on GW+ML - TianQin

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Survey4GWML. A survey on gravitational waves researches using machine learning techniques.

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iphysresearch.

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Docker_cadabra2. Docker image for Cadabra2

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status. 📈 Uptime monitor and status page for Upptime, powered by @upptime

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PSO_python_demo. Demo script (Python) of particle swarm optimization (PSO) partly translated from SDMBIGDAT19 (MATLAB).

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GW_parameter_estimation. Parameter estimation for gravitational-wave events with deep learning

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mfcnn4ligo. Python

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AI_Programs. A collection of practical works and exercises for machine learning and deep learning

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effFisher_demo. Effective Fisher Information Matrix (demo)

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Data-Competition-TopSolution. Data competition Top Solution 数据竞赛top解决方案开源整理

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gw150914-mcp-signal-search. 🌊 GW150914 MCP Signal Search: AI-powered gravitational wave detection using Model Context Protocol (MCP). Features optimization client, analysis server, and automated parameter exploration for LIGO data.

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Python4GW. python4gw

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megatron-gw. Based on Megatron-LM framework, achieving gravitational wave denoising and parameter estimation with transformer-based model.

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UCAS_ICTP_AP-cover_letter-template. UCAS, ICTP-AP Cover Letter Template (国科大投稿信模板, 主要用作论文投稿/修改稿/求职/正式信件)

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conformer. PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

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chinese-independent-blogs. 中文独立博客列表

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Dive-into-DL-PyTorch. 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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VisibleGWevents. Jupyter Notebook

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GW_PE_prior_sampling. Sampling with Prior Knowledge for High-dimensional Gravitational-wave Data Analysis

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awesome-cheatsheets. 超级速查表 - 编程语言、框架和开发工具的速查表,单个文件包含一切你需要知道的东西 :zap:

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gw-arxiv-digest. Automated gravitational wave arXiv digest system with daily crawling, smart filtering, and Mattermost integration.

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NSFC-application-template-latex. 国家自然科学基金申请书正文(面上项目)LaTeX 模板(非官方)

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wowchemy-hugo-themes. 🔥 Hugo website builder, Hugo themes & Hugo CMS. No code, easily build with blocks! 创建在线课程,学术简历或初创网站。#OpenScience

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pycbc. Core package to analyze gravitational-wave data, find signals, and study their parameters. This package was used in the first direct detection of gravitational waves (GW150914), and is used in the ongoing analysis of LIGO/Virgo data.

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ML_Coursea. Self-taught for Andrew Ng‘s Machine Learning Course

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scrapy4research. A Scrapy project

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GWFrames. Manipulate gravitational waveforms—changing frames, and so on.

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wanmen-pytorch-course-materials. PyTorch Deep Learning course materials (slides & notebooks), adapted from Dive into Deep Learning

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nflows. Normalizing flows in PyTorch

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arxiv.py. Python wrapper for the arXiv API

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NeuralLikelihoodFreeInference.github.io. Build a Jekyll blog in minutes, without touching the command line.

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ggwd. Use PyCBC / LALSuite to generate synthetic gravitational-wave data (e.g., for machine learning endeavors).

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GWcatalogMovie. Jupyter Notebook

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GWSpace. Jupyter Notebook

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streamlit-example. Example Streamlit app that you can fork to test out share.streamlit.io

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dingo. Dingo: Deep inference for gravitational-wave observations

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LDC-GB. Python

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odw-2023. Tutorials for GW Open Data Workshop, 2023

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TheGuardian_Scrapy. Scrapy 框架爬取英文新闻站点: https://www.theguardian.com

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