Eric Liao's repositories
Flight_delay_prediction_web_app
A big data web application to predict USA airline traffic delay with Python, Flask, Apache Spark, Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, MLlib and Apache Airflow.
machine_learning
Udacity-Intro Machine Learning
MLOps-chicken-disease-classifier
Implementation of an end to end Deep Learning project using MLOps tools such as DVC along with the deployment using Github action in GCP, Azure and AWS cloud
ABAGAIL
The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.
AWS-SageMaker-MLOPs
End-to-end machine learning (ML) workflows (MLOPs) using Amazon SageMaker Pipelines, Amazon SageMaker Model Registry, and Amazon SageMaker Clarify.
gcp-vertex-mlops
A reference implementation of Vertex Pipelines for creating a production-ready MLOps solution on Google Cloud.
gpt4all_rag_app
Retrieval-Augmented Generation (RAG) application using GPT4All models, LangChain and Gradio for the front end.
h2ogpt
Private Q&A and summarization of documents+images or chat with local GPT, 100% private, Apache 2.0. Supports LLaMa2, llama.cpp, and more. Demo: https://gpt.h2o.ai/
LLM_apps
A playground of trying out LLM applications
CS6300_A2_try2
Assignment 2 try 2
CS6300_assignment2
try git
dstoolkit-mlops-databricks
ML Ops Accelerator: Databricks & Azure Machine Learning Unification
fsdl-text-recognizer-2022-labs
Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI đź”— https://microsoft.github.io/generative-ai-for-beginners/
github-slideshow
A robot powered training repository :robot:
Hello-world
first repository!
leetcode
Python solutions to leetcode problems
Machine_Learning_projects
Python & R Data Science Projects
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
Python_algorithms
Data structure and algorithms in Python
rag-llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
sec-insights
A real world full-stack application using LlamaIndex
txt2hpo
Python library for extracting HPO encoded phenotypes from text
ud120-projects
Starter project code for students taking Udacity ud120
voila
VoilĂ turns Jupyter notebooks into standalone web applications