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agriculture_knowledgegraph

农业知识图谱：农业领域的命名实体识别，实体解析，关系抽取，数据挖掘

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

cnn-rf

cnn-svm

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

d0x3d-the-game

Source materials for [d0x3d!], a network security game.

deeplearning_ids

Deep learning based Intrusion Detection System

deeplearningbook-chinese

Deep Learning Book Chinese Translation

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

ensemble_learning

使用5-6个模型（可以是knn svm 贝叶斯等等）用投票的方式做一个集成学习对MNIST数据集进行分类。

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fewshotlearning

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

game_2048

学习python，2048小游戏

gym-maze-rl

Shortest path in a maze using q learning and sarsa. https://github.com/MattChanTK/gym-maze/blob/master/README.md

hoeffdingtree

A Python implementation of the Hoeffding Tree algorithm.

image-classification

texture image classification with python

interview-notebook

:calendar: 准备秋招学习笔记

ivideo

一个可以观看国内主流视频平台所有视频的客户端（Mac、Windows、Linux），包括 VIP 资源

jlw

AI学习

jzj

kaggle_microsoft_malware

code for kaggle competition Microsoft malware classification

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

kmeans_smote

Oversampling for imbalanced learning based on k-means and SMOTE

knowledge_graph_demo

This is a demo for a simple knowledge graph.

low-shot-shrink-hallucinate

Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features

mnisten

convert image files to mnist idx format

network-intrusion-detection

Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15

nids

nslkdd-deep

An autoencoder for unsupervised pre-training, fine tuning and three layered neural network with decreasing hidden layers.

qlearning_robot

用 qlearning 算法走迷宫