Yifei (YiL17)

YiL17

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Location:Hong Kong

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Yifei's starred repositories

sequence

A Yoga Sequence Generator built with AngularJS and Firebase.

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YouTube-Blog

Codes to complement YouTube videos and blog posts on Medium.

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data-engineering-practice

Data Engineering Practice Problems

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production-data-science

Production Data Science: a workflow for collaborative data science aimed at production

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open-llms

📋 A list of open LLMs available for commercial use.

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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

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scikit-uplift

:exclamation: uplift modeling in scikit-learn style in python :snake:

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pyuplift

Lightweight uplift modeling framework for Python

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aws-solutions-architect-associate-notes-SAAC03

AWS Solutions Architect Associate Notes (For SAA-C03)

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private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

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mamimo

A package to compute a marketing mix model.

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Digital-Marketing-Analytics

This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics

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FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

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just-the-docs

A modern, high customizable, responsive Jekyll theme for documentation with built-in search.

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Udacity-Data-Engineering-Projects

Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.

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goodreads_etl_pipeline

An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform.

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Northwind-Dashboard

The files and scripts included in the creation of my Northwind Dashbaord

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tensorflow-lifetime-value

Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.

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machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

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shumeipai

实现树莓派云灌溉系统

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HowToCook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

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HumanDiseaseOntology

Repository for the Human Disease Ontology.

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MenstruatioNN

LSTM to predict menstruation and menstrual cycles.

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cheat.sh

the only cheat sheet you need

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Android-SimpleTimeTracker

Simple app that tracks time.

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PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

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full-stack-fastapi-template

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

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