Convergence Analysis in Deep Learning (Part 1)
Unify definitions and assumptions regarding convexity, strong convexity, smoothness, and stochastic gradients, and derive inequalities …
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How to Get the Top K of WeChat Red Envelopes
Simulating WeChat red envelope distribution with Python to compare the probability of entering the Top K based on different claiming orders, …
Managing References and Notes with Zotero and Notion
Link your Zotero library with Notion notes using Notero. This guide covers Notion integration setup, database configuration, and plugin …
Accelerating Federated Learning Simulation with MPI
Building a federated learning simulator using mpi4py and PyTorch, covering server-client architecture, MPI execution flow, multi-process …
Guide to Using the GPT-3.5 Turbo API: Parameters and Code Examples (2023)
Documents the usage of the GPT-3.5 Turbo API in 2023, covering streaming output, temperature, top_p, and other parameters along with Python …
Useless Tips for GitHub
A collection of GitHub usage tips, including profile repositories, custom domains for GitHub Pages, write permissions for Actions, student …
ezkfg v0.1.1 Release: Configuration Loading and Saving Updates
Records the updates for the Python configuration tool ezkfg v0.1.1, introducing changes to the configuration loading interface, comparison …
Will AI Replace Artists' Jobs?
Combining the development of diffusion models and AI art, this article discusses which tasks in artistic creation might be automated, along …
Trial Run of Diffusion Models
Reviewing the basic concepts and development history of diffusion models, and recording trial experiences and generation results of image …
A Brief Look at the Open-Source Environment in China
Discussing the domestic open-source environment from the perspective of individual developers and users, sharing views on the meaning of …