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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

alibi

Algorithms for monitoring and explaining machine learning models

bert

TensorFlow code and pre-trained models for BERT

bert4keras

keras implement of transformers for humans

blog_demos

CSDN博客专家程序员欣宸的github，这里有五百多篇原创文章的详细分类和汇总，以及对应的源码，内容涉及Java、Docker、Kubernetes、DevOPS等方面

cicflowmeter

CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has been used in many Cybersecurity datsets such as Android Adware-General Malware dataset (CICAAGM2017), IPS/IDS dataset (CICIDS2017), Android Malware dataset (CICAndMal2017) and Distributed Denial of Service (CICDDoS2019).

coding-interview-university

A complete computer science study plan to become a software engineer.

convolutional-neural-network

Convnet and autoencoder used to estimate age from fish scales

deep-learning-with-python

Deep learning codes and projects using Python

explaining-dl

fastcam

A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.

fine-grained-sentiment

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

flappy

flappyball

hierarchical-attention-networks

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

hierarchicalattentionnetworks

Hierarchical Attention Networks for Document Classification in Keras

indrnn

TensorFlow implementation of Independently Recurrent Neural Networks

indrnn_theano_lasagne

This code is to implement the IndRNN.

induction-network-on-fewrel

An attempt at replicating the Induction Network for FewRel data in Tensorflow

kbqa-for-diagnosis

Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统

keras-indrnn

Implementation of IndRNN in Keras

keras-sru

Implementation of Simple Recurrent Unit in Keras

keras-sru-1

Implementation of Simple Recurrent Unit (SRU) using Keras and Recurrentshop

lemna

Source code for 'Lemna: Explaining deep learning based security applications'.

lrp_for_lstm

Layer-wise Relevance Propagation (LRP) for LSTMs

lstm-shap

oodanalyzer

pkuthss

LaTeX template for dissertations in Peking University

rnn-em

Recurrent Neural Network with External Memory in Keras

saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques