🧑💻مدرس: احمد راستی 🏛 ارشد علوم داده، دانشگاه صنعتی اصفهان
📄سرفصل های اصلی دوره: ✔️ Deep Learning for Graphs * Local network neighborhoods * Describe aggregation strategies * Define computation graphs * Permutation Invariant / Equivariant ✔️Graph Convolutional Networks * Describe the Model, Parameters, Training * Fit Model * How to Train A GNN * Unsupervised and Supervised Training ✔️GNNs Subsume CNNs and Transformers * GNN vs CNN * GNN vs Transformer ✔️General GNN Framework * Kind of Message and Aggregation * Layer Connectivity – Drop-out, Batch Norm * Graph Augmentation * Learning Objective * Receptive field and Over-Smoothing ✔️Graph Learning with Python *Libraries (PyTorch Geometric, Graph Nets, Deep Graph) * Cades
🧑💻مدرس: احمد راستی 🏛 ارشد علوم داده، دانشگاه صنعتی اصفهان
📄سرفصل های اصلی دوره: ✔️ Deep Learning for Graphs * Local network neighborhoods * Describe aggregation strategies * Define computation graphs * Permutation Invariant / Equivariant ✔️Graph Convolutional Networks * Describe the Model, Parameters, Training * Fit Model * How to Train A GNN * Unsupervised and Supervised Training ✔️GNNs Subsume CNNs and Transformers * GNN vs CNN * GNN vs Transformer ✔️General GNN Framework * Kind of Message and Aggregation * Layer Connectivity – Drop-out, Batch Norm * Graph Augmentation * Learning Objective * Receptive field and Over-Smoothing ✔️Graph Learning with Python *Libraries (PyTorch Geometric, Graph Nets, Deep Graph) * Cades
Telegram is an aspiring new messaging app that’s taking the world by storm. The app is free, fast, and claims to be one of the safest messengers around. It allows people to connect easily, without any boundaries.You can use channels on Telegram, which are similar to Facebook pages. If you’re wondering how to find channels on Telegram, you’re in the right place. Keep reading and you’ll find out how. Also, you’ll learn more about channels, creating channels yourself, and the difference between private and public Telegram channels.
However, analysts are positive on the stock now. “We have seen a huge downside movement in the stock due to the central electricity regulatory commission’s (CERC) order that seems to be negative from 2014-15 onwards but we cannot take a linear negative view on the stock and further downside movement on the stock is unlikely. Currently stock is underpriced. Investors can bet on it for a longer horizon," said Vivek Gupta, director research at CapitalVia Global Research.
