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algebraicnlp

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.

algo_cpp

Some ideas, code snippets about Algorithm design and implementation, especially for C++. The primary topics include Automatic Memoization and Circular Array.

anywidget-lite

Prototype your Jupyter Widget in the browser with anywidget and JupyterLite 💡

apache-beam-batch-and-streaming-project

A batch and streaming implementations to convert L3 market data to L1 Data. The project is based on GCP Dataflow.

apache_spark_in_google_colab

This is a Jupyter Notebook to practice Apache Spark in Google Colab, especially for the exam CCA Spark and Hadoop Developer Exam (CCA175).

apachebeam_gcpdataflow_demo

This batch and streaming data processing demo is tested on GCP Dataflow, an Apache Beam Environment.

attributes-based-access-control-on-bigquery-analytics

An Attributes Based Access Control POC solution on BigQuery for Analytics

backtesting-lowlaterncy

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.

bigdos

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.

bigquery-schema-generator

Generates the BigQuery schema from newline-delimited JSON or CSV data records.

capstoneprojectnotebook

This Capstone Project Notebook is for IBM course

chapyter

Chapyter: ChatGPT Code Interpreter in Jupyter Notebooks

chat-bookmarklet

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.

chat-gpt-jupyter-extension

A browser extension that lets you chat with ChatGPT from any local Jupyter notebook.

contextualchat

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-detective

CSV inspection

daogpt

JupyterLite playground

daogpt4

A custom JupyterLite deployment 🔥 for Jupyter 0.2x (JupyterLab 4 behind)

daogpt4-2

jupyterlite with xeus-python only

data-and-ai-at-scale

Some experience, thoughts, code snippets related to data and AI at scale

deep-image-matting

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.

deep-learning-project

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.

deeptime-deep-learning-framework-for-time-series-forecasting

This is an INTERACTIVE deep learning framework for time series forecasting. It uses Tensorflow 2+tf.karas.

elyra

Elyra extends JupyterLab with an AI centric approach.

extension-examples-mirror

financial-time-series-lab

This is a financial time series lab in Jupyter notebook. You may treat it as a live cheat sheet.

golang-grpc-microservices

Some code and code snippets on gRPC based microservices by Golang

httpcore-lite

A minimal HTTP client. ⚙️

httpx-lite

A next generation HTTP client for Python. 🦋

inject-jyutping

A browser extension that adds Cantonese pronunciation (Jyutping) on Chinese characters