📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-sca…

Multiple NVIDIA GPUs or Apple Silicon for Large Language Model Inference?

This repo contains code for training DDQN and PPO agents to play 2048, including the game environment, plotting utilities, and evaluations on CartPole-v1, created for a deep learning course project.

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.

Supplementary Material for "LlamaTune: Sample-Efficient DBMS Configuration Tuning"

The mini version of PyTorch Lightning

My notes on machine learning

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

ai4db and db4ai work

Integration of CardEst Methods into PostgreSQL by HTTP Server

Anomaly detection related books, papers, videos, and toolboxes