implementation

Generative AI

A coding implementation to set up rigorous accelerated versioning and regression testing workflows for large language models using MLflow

AI News

A coding implementation to train safety-critical reinforcement learning agents offline using d3rlpy and conservative Q-learning with fixed historical data

Generative AI

Building an LLM from Scratch: 7 Essential Types and a Complete Implementation Guide

Generative AI

A coding implementation for training, optimizing, evaluating, and annotating knowledge graph embeddings with PyKEEN

Generative AI

A coding implementation to automate LLM quality assurance with DeepEval, custom retrievers, and LLM-as-a-judge metrics

AI Tools

A coding implementation to create an integrated Apache Beam pipeline performing batch and stream processing with event-time windowing using DirectorRunner

AI Tools

A coding implementation for building a self-testing agent AI system and enforcing security at runtime using Strands for Red Team tool-using agents

AI Tools

Coding Implementation of an OpenAI-Assisted Privacy-Preserving Federated Fraud Detection System from Scratch Using Lightweight Pytorch Simulation

AI Tools

Steady Diffusion Project Implementation towards AI

AI Basics

Chatbot Implementation Using Langgraph towards AI