sslit

llama3

The official Meta Llama 3 GitHub site

InternLM

Official release of InternLM2.5 base and chat models. 1M context support

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

deeplearning-models

A collection of various deep learning architectures, models, and tips

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

ZPredict

NetML-Competition2020

ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

loghub-2.0

A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]

premier-taco

ciml

A Course in Machine Learning

LogPPT

Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)

NeuralLog

Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)

loglizer

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

pylogsentiment

Sentiment analysis in system logs.

Grokking-Deep-Learning

this repository accompanies the book "Grokking Deep Learning"

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

The-GAN-Book

The GAN Book: Train stable Generative Adversarial Networks using TensorFlow2, Keras and Python.

book-resources

AISecKG-cybersecurity-dataset

Named entity and triple Dataset to create knowledge graphs for Cybersecurity education

beelzebub

A secure low code honeypot framework, leveraging AI for System Virtualization.

Awesome-AI-for-cybersecurity

Awesome list of AI for cybersecurity including network (network traffic analysis and intrusion detection), endpoint (anti-malware), application (WAF or database firewalls), user (UBA), process behavior (anti-fraud).

Awesome-Cybersecurity-Datasets

A curated list of amazingly awesome Cybersecurity datasets

Hands-On-Genetic-Algorithms-with-Python-Second-Edition

Hands-On Genetic Algorithms with Python, Second Edition, published by Packt

Python-for-Security-and-Networking

Python for Security and Networking, Published by Packt

Interpretable-Machine-Learning-with-Python-2E

Interpretable ML with Python, 2E - published by Packt

Main

Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders..

approachingalmost

Approaching (Almost) Any Machine Learning Problem

paper-reading

深度学习经典、新论文逐段精读