Build a Python bot that reads Apex Legends patch notes and pings Discord the moment the Season 30 Marked tier list shifts. 12 steps, full code.

Build custom CAD designs with natural language prompts by integrating ChatGPT 6 Astra and FreeCAD. Output precise Python code for 3D printing.

This is the Python material that does not get left behind. Almost none of it is replaced by a framework later. Learn it, and keep this cheat sheet close by as a handy reference.

这个过程完全在C++层完成，Python层只提供调度接口。 这就解释了为什么自定义 autograd.Function 必须重写 forward 和 backward 静态方法： forward 返回的是新Tensor（带新的 grad_fn ）， backward 返回的是输入梯度（供上游Node消费）。

Python 控制流 ： autograd 支持动态图，可在前向过程中使用 if 、 while 等原生 Python 控制流且仍能正确反向传播； 自定义头梯度 ：将外部计算得到的头梯度传给 backward (dzdy) ，利用链式法则计算非 MXNet 部分的梯度。

A curated, linear pipeline of high-signal free resources that takes you from backpropagation basics to deploying production-grade LLM applications. The internet is drowning in large language model ...

In this tutorial, we build an advanced workflow around Anthropic’s financial-services repository and reproduce its skill-driven architecture in pure Python. We begin by installing the required ...

AI Infra（人工智能基础设施）是大模型时代壁垒最高、最核心的技术高地。本文从前置基础到推理部署，系统梳理 AI Infra 的完整学习路线，为每个模块列出需要掌握的知识点、推荐学习资料以及 ...

Registration is open for the RCS Spring 2026 Tutorials. Please also be aware that we have lots of recordings and slides available from past tutorials by RCS staff and vendors. For hands-on sessions ...

Andrej Karpathy created microGPT, a minimal GPT using only 243 lines of Python code. The project simplifies LLM architecture to basic mathematical operations without external libraries. Karpathy's ...

「PyTorchって聞いたことあるけど、何から始めればいいの？」 「機械学習を始めたいけど、環境構築で挫折しそう...」 そんな方に向けて、今回はPyTorchの基礎から実際に動かすところまでを ...

I’m not a machine learning researcher, and I’m definitely not a Rust core contributor. I spend my weekdays writing TypeScript for React frontends and Go for gRPC microservices. My formal ML experience ...