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2015

Public material for CS109

2015lab6

adv-ed

Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".

amazing-feature-engineering

attention-ocr

Visual Attention based OCR

awesome-hacking

A collection of various awesome lists for hackers, pentesters and security researchers

awesome-ml-cybersecurity

🕵️ Applying Machine Learning to Cybersecurity.

awesome_dnn_researchers

We will introduce the researchers who made great contributions to DNNs in the projects.

bert

TensorFlow code and pre-trained models for BERT

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

blockchain_guide

Introduce blockchain related technologies, from theory to practice with bitcoin, ethereum and hyperledger.

botnetdetectionthesis

Implementation realized for my master thesis on "Botnet detection in encrypted traffic - a machine learning approach"

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

chinese-pretrained-xlnet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

classification-of-encrypted-traffic

This repository contains the code used and developed during a master thesis at DTU Compute in 2018

courses

fast.ai Courses

cpython

The Python programming language

decision_tree_prune

Decision Tree with PEP,MEP,EBP,CVP,REP,CCP,ECP pruning,all are implemented with Python(sklearn-decision-tree-prune included,All finished).

deepemoji

Deep RNN for expressing english phrases with emoji.

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

dssm-lstm

dssm+lstm model for sentence similarity/sentence2vec

elasticsearch-head

A web front end for an elastic search cluster

encrypted_traffic_classification

essentialmath

event-detection---convolutional-neural-networks-cnn

Event Detection and Domain Adaptation with Convolutional Neural Networks

events_in_framenet

faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax