This is the Graph Neural Networks: Hands-on Session from the Stanford 2019 Fall CS224W course.
In this tutorial, we will explore the implementation of graph neural networks and investigate what representations these networks learn. Along the way, we'll see how PyTorch Geometric and TensorBoardX can help us with constructing and training graph models.
Pytorch Geometric tutorial part starts at -- 0:33:30
Details on:
* Graph Convolutional Neural Networks (GCN)
* Custom Convolutional Model
* Message passing
* Aggregation functions
* Update
* Graph Pooling
In this video we will take an in depth look at the fast inverse square root and see where the mysterious number 0x5f3759df comes from. This algorithm became famous after id Software open sourced the engine for Quake III. On the way we will also learn about floating point numbers and newton's method.
Physics is a part of games that has always amazed me. I find it funny how impossible it seemed to do correctly when I was younger. While making a custom game engine, it was finally demystified!
The full article: https://blog.winter.dev/2020/designing-a-physics-engine/
The background game demo: https://winter.dev/demo
Spheres are nice and all, but there comes a time when more complex shapes are needed. One popular algorithm for testing collisions is the Gilbert–Johnson–Keerthi algorithm, or GJK for short. With it we can detect collisions between any two convex polygons.
Check out the full article: https://blog.winter.dev/2020/gjk-algorithm/
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Blueberry, also referred as Vaccinium myrtillus as scientific nomenclature thrives on very small shrubs, about 50 cm high, in light undergrowth with acidic soil. This plant is native to North America.
In contrast, cultivated blueberry shrubs can reach up to 2.50 m in height and produce larger fruits than their wild counterparts. Blueberry bushes require specific growing conditions; excessive wind, dryness, and alkaline soil can damage and weaken the crop.
Cultivating blueberry bushes in plastic greenhouses (tunnel type) with climate control technology and suitable soil or substrate promotes higher yield and better quality.
In the dynamic world of agriculture, blueberry farmers are always on the lookout for innovative methods to boost productivity, enhance fruit quality, and embrace sustainable farming practices. High tunnels have emerged as a revolutionary solution in blueberry cultivation, offering numerous benefits that help farmers overcome traditional challenges and seize new opportunities. This setup helps regulate temperature, humidity, and protects plants from adverse weather conditions. This comprehensive guide delves into how high tunnels can transform blueberry farming, driving higher yields and superior quality produce.
Before delving into the intricacies of shade net houses, it’s important to understand the basics of dragon fruit cultivation. Dragon fruit, also known as pitaya, is a tropical fruit that thrives in warm climates with well-draining soil. It belongs to the cactus family and has a striking appearance with its vibrant colors and unique shape. To successfully cultivate dragon fruit, several key factors must be taken into consideration. These include suitable soil pH levels, irrigation practices, and proper pruning techniques. Additionally, pollination plays a vital role in the fruiting process, making it necessary to introduce bees or other pollinators to the growing area.
Agricultural greenhouse and polyhouse farming have revolutionized the way we cultivate crops, providing controlled environments conducive to year-round production. Yet, even within these sheltered spaces, crops remain vulnerable to external forces, particularly in mountainous regions prone to sudden hailstorms. The consequences of hail damage extend beyond immediate financial loss, affecting livelihoods and food security. Hence, the imperative for effective crop protection measures becomes evident.
A naturally ventilated poly house, also known as a naturally ventilated greenhouse, is a greenhouse structure designed to harness natural airflow for temperature regulation and climate control. Unlike traditional greenhouses equipped with mechanical ventilation systems, naturally ventilated polyhouses leverage passive ventilation techniques to maintain optimal growing conditions for crops.
Different Names:
Naturally Ventilated Greenhouses
Eco-Friendly Polyhouses
Sustainable Crop Shelters
Passive Ventilation Enclosures
Climate-Smart Growing Structures