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100-days-of-ml-code

100 Days of ML Coding

30min_guides

覃健祥的学习笔记，各种几十分钟入门的文档

adjacency_matrix

Convert data saved in txt format into adjacency matrix，and then save it to file with npy format

advbox

AdvBox是一款由百度安全实验室研发，在百度大范围使用的AI模型安全工具箱，目前原生支持PaddlePaddle、PyTorch、Caffe2、MxNet、Keras以及TensorFlow平台，方便广大开发者和安全工程师可以使用自己熟悉的框架。 AdvBox同时支持GraphPipe,屏蔽了底层使用的深度学习平台，用户可以通过几个命令就可以对PaddlePaddle、PyTorch、Caffe2、MxNet、CNTK、ScikitLearn以及TensorFlow平台生成的模型文件进行黑盒攻击。

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

adversarial-patch

PyTorch implementation of adversarial patch

adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

atm

Auto Tune Models - A multi-user, multi-data system for automated machine learning (model selection and tuning).

auto-sklearn

auto_ml

Automated machine learning for analytics & production

autokeras

This is an automated machine learning (AutoML) package.

automated-feature-engineering

Automated feature engineering in Python with feature tools

automated-manual-comparison

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

autoweka

Auto-WEKA

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-spider

爬虫集合

bazel

a fast, scalable, multi-language and extensible build system

beginner-guide-to-automated-feature-engineering-with-deep-feature-synthesis.

This is a comprehensive guide on how you can automate your feature engineering process.

benchmarks

Benchmark code

bitcoin

Bitcoin Core integration/staging tree

blocksparse

Efficient GPU kernels for block-sparse matrix multiplication and convolution

book

Deep Learning 101 with PaddlePaddle

book-1

breaking_defensive_distillation

btb

Bayesian Tuning and Bandits: a simple, extensible library for developing your own AutoML systems.

caffe

Caffe: a fast open framework for deep learning.

campus-dormitory-management-system

Campus-dormitory-management-system(校园宿舍管理系统)

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

carnd-traffic-sign-classifier-project-master

CarND-Traffic-Sign-Classifier-Project-master

cctsdb

CSUST Chinese Traffic Sign Detection Benchmark