jerry609 Goto Github PK

6.041

Notes I've taken for MIT's 6.041 (Probabilistic Systems Analysis & Applied Probability), plus course bible material.

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

algonotes

【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

algorithm_learning

算法学习

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-differential-privacy-and-meachine-learning

机器学习和差分隐私的论文笔记和代码仓

awesome-knowledge-graph

整理知识图谱相关学习资料

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome_threat-hunting

A curated list of the most important and useful resources about Threat Detection,Hunting and Intelligence.

bilstm-crf

A Pytorch implementation for NER using BiLSTM-CRF

bookreading

读书笔记

chinese-ufldl-tutorial

[UNMAINTAINED] 非监督特征学习与深度学习中文教程，该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程，该门课程在网易云课堂上也有一个配有中文字幕的版本。

computer-network-a-top-down-approach-answer

计算机网络-自顶向下方法 习题/编程/实验答案

copywrite

抖音视频文案批量提取

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

crawlertutorial

爬虫入门、爬虫进阶、高级爬虫

cybersecurity-tradecraft

A repo to support the book

cyberspacesecurity

网络空间安全学院

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning2

dl-demos

Demos for deep learning

dlog

Host log detection based on deep learning 基于LSTM神经网络模型的日志异常检测

ebooks

eBook分享大集合：主要以IT领域经典书籍收藏，以备不时之需。

federated-learning

联邦学习

funnlp

视频内容抽取

fusion-insider-threat-detection

[ICANN 2023] Anomaly-Based Insider Threat Detection via Hierarchical Information Fusion

graphembedding

Implementation and experiments of graph embedding algorithms.