moto13 Goto Github PK

1book

《Web安全之机器学习入门》

ai-based-social-media-caption-generator

CNN | LSTM | NLP | IMAGE PROCESSING |MULTICLASS TEXT CLASSIFICATION | PYTHON | MACHINE LEARNING | AI

analysis-of-political-sentiments-on-twitter-using-deep-learning

Aim was to develop a machine learning model which can analyze sentiments on twitter and to predict the winner of Lok Sabha Elections 2019. Web scraping was used for comments and then applied feature extraction, TF-IDF, Word2Vec, ANN and LSTM to improve the accuracy of model. Softmax function was used for multiclass classification. Learning curve was used to select the epochs and batch size in ANN and LSTM. Word cloud was made to select the most important features in the dataset. Random forest classification was selected as the best classifier with the help of PR curve by using micro average for average precision and recall.

ant-learn-pandas

pandas学习课程代码仓库

ant-learn-tensorflow

学习tensorflow

character-classification

multiclass classification using LSTM

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

dbn

Simple code tutorial for deep belief network (DBN)

deep-belief-network

A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepdga

Implementation of 《DeepDGA: Adversarially-Tuned Domain Generation and Detection》 arXiv:1610.01969

dga

The repository that contains the algorithms for generating domain names, dictionaries of malicious domain names. Developed to research the possibility of applying machine learning and neural networks to detect and classify malicious domains.

dga-domain-predict

使用LSTM模型检测DGA域名

dga_detector

dga_domain_test

基于lstm的DGA域名识别

dga_predict

document-classifier-lstm

A bidirectional LSTM with attention for multiclass/multilabel text classification.

fanci

FANCI is a prototype implementation of a machine learning based classification engine for non-existent domains to detect domain gernation algorithm malware traffic.

gibberish-detector

A small program to detect gibberish using a Markov Chain

hello-word

the first repository

joeaustin1996-project_10_multiclass_image_classification_with_rnn_lstm

Mnist Dataset

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

local_doc_docs.o.com-cloud-machine

lstm-mi

A LSTM based framework for handling multiclass imbalance in DGA botnet detection

lstm_multiclass_text_classification

lstm_wordtovec_complaints_multiclass_classification

Data is taken from https://github.com/srivatsan88/YouTubeLI/blob/master/dataset/consumer_compliants.zip?raw=true

lstmfcc-multiclass

machine-learning-on-uci-datasets

Classification, Regression, Time-Series Classification, Semi-supervised, Supervised, Active and Passive Learning, Multiclass and Multilabel SVM, LSTM and CNN

ml_paper

深度学习论文笔记

models

Models and examples built with TensorFlow