#1 Locally hosted web application that allows you to perform various operations on PDF files

Curated list of project-based tutorials

AI Crash Course to help busy builders catch up to the public frontier of AI research in 2 weeks

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

The repository of TrafficLLM, a universal LLM adaptation framework to learn robust traffic representation for all open-sourced LLM in real-world scenarios and enhance the generalization across dive…

Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))

The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.

Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

A playbook for systematically maximizing the performance of deep learning models.

Original implementation of FlowPrint as in the NDSS '20 paper

Materials about Encrypted Traffic Analysis

网络流量领域工具库、公开数据集及加密流量解析方法

Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”

Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning

网络流量分类对比方法汇总

code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification

Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”

A Multi_Scale LSTM Model.

Speech recognition module for Python, supporting several engines and APIs, online and offline.

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

A tutorial for Advanced Python Programming on Network, Multitask, Regular Expression, MySql and Web Framework.

Companion repo for complete Docker course

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

《剑指 Offer》 Python, Java, C++ 解题代码，LeetBook《图解算法数据结构》配套代码仓