sanduanji Goto Github PK

aistartups

Startups about artificial intelligence. (DM, ML, NLP, CV...)

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-network-embedding

A curated list of network embedding techniques.

awesome-rl

Reinforcement learning resources curated

batch-normalization

Implementation of Batch Normalization Layer by Theano. Test Code with MNIST data.

cart

Classification and Regression Trees (CART) in python from scratch.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cs110

Principles of Computer Systems

deep-person-reid

Pytorch implementation of deep person re-identification models.

defense

defensegan

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dl4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

dlinterview

Deep Learning Interview 深度学习面试题目汇总

dukemtmc-reid_evaluation

ICCV2017 The Person re-ID Evaluation Code for DukeMTMC-reID Dataset (Including Dataset Download)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faster_rcnn_for_reid

Cut images of detected pedestrian for person-reid dataset

gem

gnnpapers

Must-read papers on graph neural networks (GNN)

handong1587.github.io

hands_on_ml

testing git

handwrittendigit-recognition

Hand written digit recognition with SVM, Decision Tree and Random Forests

hospital_platform

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

kmeans

K Means Clustering with Python

kmeans-1

kmeans算法的python实现

link-prediction

Representation learning for link prediction within social networks

logistic

Experimental logistic regression code supporting multiple result categories, many levels of categorical modeling variables, good optimization, L2 regularization and more.

machine-learning

machine learning examples in python

machine-learning-in-action

《机器学习实战》样例代码