Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
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Source File of My Book related to WebSpider
- python3
- webspider
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
- machine-learning
- deep-learning
- python
- classification
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
A detailed document explaining and documenting HTTP/2, the successor to the widely popular HTTP/1.1 protocol
🔥 《Go 程序员宝典》：go 基础语法，go 并发模式，go runtime 实现原理 ，企业级 go 语言项目经验。
- gofamily
- concurrency
- concurrency-patterns
- data-structure
Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.
The repository host gives no description.
Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.
The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.
- machine-learning
- deep-learning
- algorithms
- product-management
Source Code for the book Building Machine Learning Systems with Python
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
- natural-language-processing
- nlp
- pytorch-nlp
- pytorch
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
- python
- machine-learning
- machine-learning-algorithms
- book
Code for Command-Line Rust (O'Reilly, 2024, ISBN 9781098109417)
The 2024 edition of The Nature of Code with p5.js. Includes Notion workflow and build system.
- creative-coding
- nature-of-code
- p5js
- physics
Summary of the book The Pragmatic Programmer by Andrew Hunt and David Thomas
Learn autonomous driving by building it: Python simulations and an open textbook where the system grows one stage at a time. Swap and compare localization, planning and control algorithms in the same system.
- algorithm
- autonomous-driving
- autonomous-navigation
- autonomous-vehicles
The Art of Problem-Solving in Software Engineering: How to Make MySQL Better
- algorithms
- cap
- consistency
- dynamic-programming
Python for Finance (O'Reilly)
Learning eBPF, published by O'Reilly - out now! Here's where you'll find a VM config for the examples, and more
- ebpf
- ebpf-co-re
- linux-kernel
Books
Istio服务网格进阶实战
- istio
- service-mesh
- gitbook
《Three.js 入门指南》书例代码
A FREE Windows C development course where we will learn the Win32API and reverse engineer each step utilizing IDA Free in both an x86 and x64 environment.