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Ying Cai's Projects

ml-surveys icon ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

mlbookcamp-code icon mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

mlflow icon mlflow

Open source platform for the machine learning lifecycle

mlops icon mlops

A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit

mlops-smoke-detection icon mlops-smoke-detection

This project is created to learn best practices of MLops and submitted as my project in DataTalksClub's MLops Zoomcamp.

mlops-zoomcamp-project-1 icon mlops-zoomcamp-project-1

A very simple (and probably useless) bus prediction service. Final project for MLOps Zoomcamp course, 2022 edition.

mlrun icon mlrun

Machine Learning automation and tracking

openllm icon openllm

An open platform for operating large language models (LLMs) in production. Fine-tune, serve, deploy, and monitor any LLMs with ease.

pandas-ai icon pandas-ai

Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational

quivr icon quivr

🧠 Your Second Brain supercharged by Generative AI 🧠 Dump all your files and chat with your personal assistant on your files & more using GPT 3.5/4, Private, Anthropic, VertexAI, LLMs...

rath icon rath

Next generation of automated data exploratory analysis and visualization platform.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

semantic-kernel icon semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

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