The java-reinforcement-learning package provides an implementation of various reinforcement learning algorithms as described in the book Reinforcement Learning: An Introduction by Richard S. Sutton. Whether you are engaged in AI development or want to brew your...
Data Science
How to Use the USC Distantly-supervised Relation Extraction System
Welcome to the exciting world of relation extraction! This guide will help you navigate the USC Distantly-supervised Relation Extraction System—an incredible tool to extract meaningful relationships from a text corpus using knowledge bases. Think of it as a...
How to Navigate DataCon Resources: A Comprehensive Guide
DataCon is a hallmark event in the data science and AI community, showcasing innovative projects and research. This blog will guide you through the exciting resources from DataCon2019 and DataCon2020, making it user-friendly and actionable. Exploring DataCon2019...
How to Explore Awesome LLM Agents
Are you intrigued by Large Language Models (LLMs) and their incredible capabilities? Welcome to the world of Awesome LLM Agents! This curated list provides you with a plethora of open-source applications, frameworks, platforms, and resources to help elevate your AI...
How to Reproduce, Automate, and Scale Your Data Science with Polyaxon
Welcome to the world of Polyaxon! If you've ever faced the challenges of reproducibility, automation, and scalability in your machine learning projects, then you're in the right place. In this guide, we'll walk you through the steps to get started with Polyaxon,...
Unlocking the Power of Natural Language Interfaces to Databases (NLIDB)
The world of data and databases can often feel like a maze filled with intricate paths and labels. However, with the emergence of Natural Language Interfaces to Databases (NLIDB), navigating this labyrinth becomes significantly simpler. In this guide, we'll walk you...
How to Parse Git Log into a JSON File with Gitlogg
If you ever struggled with parsing git logs and needed a better way to output it as a JSON file, you're in the right place! This article will guide you on how to use Gitlogg to transform git logs from one or several repositories into a sanitised and distributable JSON...
How to Train NeRF with Taichi and PyTorch
NeRF (Neural Radiance Fields) is a cutting-edge approach for rendering 3D scenes from 2D images, and with the Taichi and PyTorch implementation, you can leverage this technology to create stunning visualizations. In this guide, we will walk you through the...
How to Run Stable Diffusion on Your Browser
Have you ever wished to create stunning images right from your web browser without relying on heavy server support? Well, the future of AI visual generation is here with Stable Diffusion running completely in your browser! This guide will lead you through the steps to...
