suntaochun Goto Github PK
Name: Taochun Sun
Type: User
Bio: Ph.D. student in the Department of Earth System Science in Tsinghua University. Web: suntaochun.github.io
Twitter: TaochunSun
Name: Taochun Sun
Type: User
Bio: Ph.D. student in the Department of Earth System Science in Tsinghua University. Web: suntaochun.github.io
Twitter: TaochunSun
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
The PyTorch Implementation of Adaptive Inertia Methods. The algorithms are based on our ICML2020 Long Oral paper: "Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum".
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
Best Practices, code samples, and documentation for Computer Vision.
Parallel computing with task scheduling
Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.
Tutorials and content created by Earth Engine users, for Earth Engine users
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
Recipe for a General, Powerful, Scalable Graph Transformer
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)
Inference Llama 2 in one file of pure C
The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language.
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Geometric Deep Learning Extension Library for PyTorch
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
Econometric Approach to Time Series Analysis — Seasonal ARIMA in Python
建立SARIMA-LSTM混合模型预测时间序列问题。以PM2.5值为例,使用UCI公开的自2013年1月17日至2015年12月31日五大城市PM2.5小时检测数据,将数据按时间段划分,使用SARIMA过滤其线性趋势,再对过滤后的残差使用LSTM进行预测,最后对预测结果进行检验和分析。
A game theoretic approach to explain the output of any machine learning model.
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.