Junwei Lai's repositories
AAAMLP-CN
Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/
dash-multi-page-app-demos
Minimal examples of multi-page apps using Dash Pages
data-engineering-zoomcamp
Free Data Engineering course!
data_engineering_project_template
A template repository to create a data project with IAC, CI/CD, Data migrations, & testing
dbt-datafold-ci
Get hands-on examples of dbt + Datafold CI/CD workflows
dbt_metrics
Macros for calculating metrics
fastapi-ml-skeleton
FastAPI Skeleton App to serve machine learning models production-ready.
GCP-python-docs-samples
Code samples used on cloud.google.com
generative-ai-microsoft
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
kedro-workshop
Hands on workshop "Refactor your Jupyter notebooks into maintainable data science code with Kedro"
langchain-tutorials
Overview and tutorial of the LangChain Library
llama_index
LlamaIndex (GPT Index) is a data framework for your LLM applications
llm-spaces-notebooks
Collection of notebooks for use with SingleStoreDB
mlops-zoomcamp
Free MLOps course from DataTalks.Club
mojo
The Mojo Programming Language
nous
TypeScript LLM/Autonomous AI agent platform with Software developer agents, AI code reviews and more
portable-data-stack-dagster
A portable Datamart and Business Intelligence suite built with Docker, Dagster, dbt, DuckDB, PostgreSQL and Superset
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
set-up-tfx-with-devcontainer
This repo contains resources to configure TFX with Dev Containers for Mac M1.
streamsync
No-code in the front, Python in the back. An open-source framework for creating data apps.
tfx1.4-tf2.6-building-machine-learning-pipelines
Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson
vertex-ai-mlops
Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
vscode-devcontainer-python
Setting Python Development Environment with VScode and Docker