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adversarial_deep_learning_in_intrusion-detection_system

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

androidpn

An open source project to provide push notification support for Android -- a xmpp based notification server and a client tool kit.

androidpnclient

Base on Androidpn. A android push notification framework based broadcast.

attention-based-gnn-reinforcement-learning-for-knapsack-problem

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

bdrl

The source code of the paper "BDRL: Combining Bert and Deep Reinforcement Learning to learn the Combinatorial Optimization Algorithms over Graphs"

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-pytorch

Google AI 2018 BERT pytorch implementation

capstone-ids

Applications of Deep Learning in Intrusion Detection Systems - Udacity MLND Capstone Project

chatbot

一个可以自己进行训练的中文聊天机器人， 根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。目前包含seq2seq、seqGAN版本、tf2.0版本、pytorch版本。

chinese-ocr

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

cis-700-project-code

The code of Neural Geometric Combinatorial Optimization Problem Solver with Deep Reinforcement Learning

cml_amp_anomaly_detection

Apply modern, deep learning techniques for anomaly detection to identify network intrusions.

computer-vision-in-action

《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（更新中，可以先 star）

conrl

Constrained episodic reinforcement learning in concave-convex and knapsack settings

copt-irl

Reinforcement learning & inverse reinforcement learning for combinatorial optimization problems.

csi4101-software-capstone-design

Network aware load balancing for edge/cloud computing using deep reinforcement learning

deep-learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deep-learning-with-pytorch-chinese

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep-learning_in_intrusion_detection

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deep-tutorials-for-pytorch

In-depth tutorials for implementing deep learning models on your own with PyTorch.

deepdig

Improving Intrusion Detectors by Crook-sourcing

deeplearning-ids

Network Intrusion Detection System using Deep Learning Techniques