The Fashion-MNIST dataset is a fantastic addition to the machine learning community, allowing researchers and developers to benchmark their algorithms against a more complex dataset than the traditional MNIST. With 60,000 training examples and 10,000 test examples of...
Alpha Gobang Zero
A gobang robot based on reinforcement learning Policy-Value Net The network structure consists of the following components: ConvBlock × 1 ResidueBlock × 4 PolicyHead × 1 ValueHead × 1 Quick Start Getting started with Alpha Gobang Zero is a breeze! Follow the simple...
How to Navigate the Awesome Deep Trading Resources
Welcome to the dynamic world of algorithmic trading, where deep learning, neural networks, and machine learning come together to create cutting-edge financial technologies. In this blog post, we’ll show you how to effectively utilize the plethora of resources...
Unlocking Probabilistic Data Structures with PyProbables
Are you looking to harness the power of probabilistic data structures in your Python applications? Look no further than PyProbables! This pure-Python library is designed to give developers access to a variety of common probabilistic data structures to efficiently...
How to Get Started with the Gibson Environment for Embodied Agents
If you’re excited about simulating real-world scenarios for AI training, then the Gibson Environment is just the thing for you! This virtual environment simulator offers a unique platform for learning perception with real-world complexity. Below, we’ll guide you...
How to Utilize MultiDiffusion for Controlled Image Generation
Are you fascinated by the world of artificial intelligence and image generation? Then you’ll want to dive into MultiDiffusion, a cutting-edge framework that allows you to generate exquisite images using text prompts without requiring extensive training. In this guide,...
How to Revise and Implement Modern Convolutional Neural Network Architectures
Welcome to the fascinating world of Convolutional Neural Networks (ConvNets or CNNs)! In this blog, we'll embark on a journey to explore and implement modern CNN architectures suitable for visual recognition tasks. Whether you're aiming for image classification,...
How to Set Up AI Development Environment on Ubuntu
Setting up a robust AI development environment on an Ubuntu platform requires the right components to ensure optimal performance for heavy computations typically found in AI frameworks. In this article, we will guide you through creating a powerful setup using Ubuntu...
How to Use PyTorch NIMA: Your Guide to Neural Image Assessment
Welcome to the world of Neural Image Assessment (NIMA) using PyTorch. This offering allows you to evaluate images in terms of aesthetics using a trained model. Below is a step-by-step guide to help you navigate through the installation, datasets, and usage of NIMA....