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Name: Ying LI
Type: User
Bio: Data and AI at scale
Location: Hong Kong
Name: Ying LI
Type: User
Bio: Data and AI at scale
Location: Hong Kong
To use NLP machine learning model along with Algebra to solve symbolic mathematics problems in a more general and smarter way, compared to and inspired by the project facebookresearch/SymbolicMathematics.
Some ideas, code snippets about Algorithm design and implementation, especially for C++. The primary topics include Automatic Memoization and Circular Array.
Prototype your Jupyter Widget in the browser with anywidget and JupyterLite 💡
A batch and streaming implementations to convert L3 market data to L1 Data. The project is based on GCP Dataflow.
This is a Jupyter Notebook to practice Apache Spark in Google Colab, especially for the exam CCA Spark and Hadoop Developer Exam (CCA175).
This batch and streaming data processing demo is tested on GCP Dataflow, an Apache Beam Environment.
An Attributes Based Access Control POC solution on BigQuery for Analytics
This is a backtesting demo in Python. Different moving average prices are used to make buy and sell decisions. A Jupyter notebook version is for serial mode. while py version is for multiprocessing. A version for GPU has been tried, but not successful.
Decentralized File System for Unstructured Big Data. The Linux file system driver is developed by c++. The driver uses Cassandra for file profile and uses an Object Storage System for file contents.
Generates the BigQuery schema from newline-delimited JSON or CSV data records.
This Capstone Project Notebook is for IBM course
Chapyter: ChatGPT Code Interpreter in Jupyter Notebooks
This is an experimental bookmarklet to initiate a web chat at book mark bar. In the bookmarklet, you may add some logic to decide which contact/MUC should be chatted with and what topic should be pre-defined. Btw, this is a side product of my Hotline.Chat project.
A browser extension that lets you chat with ChatGPT from any local Jupyter notebook.
Web version of ChatDB completely run on the browser.
As a web chat demo, ContextualChat launches an XMPP MUC web chat with a predefined topic according to the context. Instead usually people launches a chat by choosing a contact or MUC (group chat room) at first without context. BTW, this is a side product of my Hotline.Chat project.
CSV inspection
JupyterLite playground
jupyterlite with xeus-python only
Some experience, thoughts, code snippets related to data and AI at scale
Debate Agents in JavaScript, which can be run directly in browser, powered by JupyterLite
This is a test ready version of foamliu/Deep-Image-Matting. This project added a new prediction function by using the original pre-trained model.
This is a solution to a public competition to identify Appliances from Energy Use Patterns. I used deep learning model of CNTK. My accuracy is only 93%, not in the top list. But I used a simple and maybe robust way. I wish someone may find this useful as an AI practice.
This is an INTERACTIVE deep learning framework for time series forecasting. It uses Tensorflow 2+tf.karas.
Elyra extends JupyterLab with an AI centric approach.
JupyterLab Extensions by Examples
This is a financial time series lab in Jupyter notebook. You may treat it as a live cheat sheet.
Some code and code snippets on gRPC based microservices by Golang
A minimal HTTP client. ⚙️
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.