Pure NumPy practice with third-party operator integration

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language…

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.

A toolkit for corpus linguistics

A simple interface to the Project Gutenberg corpus.

Named Entity Recognition Tool

Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

A pure Python impl of TextRank for document summarization

Demonstration of recurrent neural network implemented with Theano

Performance tests for Spark

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

A curated list of awesome Machine Learning frameworks, libraries and software.

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes

数据科学入门与实践

Random notes on papers, likely a short-term repo.

A curated list of awesome C/C++ frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

Benchmarks of approximate nearest neighbor libraries in Python

Moloch is a open source large scale full PCAP capturing, indexing and database system.

Probabilistic Modeling Toolkit for Matlab/Octave.

Certbot, previously the Let's Encrypt Client, is EFF's tool to obtain certs from Let's Encrypt, and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that …

DNSDB query scripts

webshell sample for WebShell Log Analysis

PySpark + Scikit-learn = Sparkit-learn

An advanced memory forensics framework

A fully featured backdoor that uses Gmail as a C&C server

Dshell is a network forensic analysis framework.

常用机器学习算法的实践笔记，持续更新！

A curated list of Awesome Threat Intelligence resources