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haif-liu's Projects

the-gan-world

Everything about Generative Adversarial Networks

timesketch

Collaborative forensic timeline analysis

torch2trt

An easy to use PyTorch to TensorRT converter

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

toxic

Toxic Comment Classification Challenge, 12th place solution https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Extracts certain statistical features and n-grams from input URLs to build a data set for machine learning. The original purpose was to find a machine learning model to predict phishing URLs but the extracted data might be useful for other research purposes.

usbtracker

Quick & dirty coded incident response and forensics python script to track USB devices events and artifacts in a Windows OS (Vista and later).

var-attn

Latent Alignment and Variational Attention

vecmap

A framework to learn cross-lingual word embedding mappings

video_feature_extractor

Easy to use video deep features extractor

vilbert-multi-task

Multi Task Vision and Language

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

volatility

An advanced memory forensics framework

warplda

Cache efficient implementation for Latent Dirichlet Allocation

wassersteingan.tensorflow

Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875

weblogicpassworddecryptor

PowerShell script and Java code to decrypt WebLogic passwords

weibo_user_data

一个以前的项目收集了20W新浪微博用户的数据可以用于数据分析

weightagnostic.github.io

nothing to see here yet

winutils

Windows binaries for Hadoop versions (built from the git commit ID used for the ASF relase)

wooyun_dorp

收集了乌云dorp的文章

word-embedding

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

word_cloud

A little word cloud generator in Python

wordpiecemodel

Word Piece Model python light version with functions tokenize/save/load

write-ups-2017

Wiki-like CTF write-ups repository, maintained by the community. 2017

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

xunfeng

巡风是一款适用于企业内网的漏洞快速应急，巡航扫描系统。

yelp-review-rating-prediction

LDA, TF-IDF and Machine Learning Models for Yelp Dataset challenge

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