머신러닝 · GitHub

Pytorch-Named-Entity-Recognition-with-transformers

Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)

Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code is written in keras.

w-net: a convolutional neural network architecture for the self-supervised learning of depthmap from pairs of stereo images.

recommender system tutorial with Python

Inference algorithms for models based on Luce's choice axiom

Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)

Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch

Implementation of ResMLP, an all MLP solution to image classification, in Pytorch

Open source person re-identification in Pytorch

Official pytorch implementation of paper "Dual-Level Collaborative Transformer for Image Captioning" (AAAI 2021).

Pytorch implemention of Deep CNN Encoder + LSTM Decoder with Attention for Image to Latex

This repo provides :zap: fast:zap: semantic segmentation models on CityScapes/Camvid DataSet by Pytorch

Neural Network with Style Synthesis

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

A list of awesome Machine Translation frameworks, libraries, software and papers

一个为ElectronBot机器人和瀚文键盘（HelloWorldKeyboard）开发的上位机软件（包含机器人USB操作SDK和瀚文键盘HID操作SDK），采用Windows App SDK框架编写界面。 A host computer software developed for ElectronBot robots (including robot USB operation SDK), using the Windows App SDK framework to write UI.

A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL:https://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html).

Clean baseline implementation of PPO using an episodic TransformerXL memory

Euclidean Neural Networks

MINE: Mutual Information Neural Estimation in pytorch (unofficial)

TensorFlow2.0 官方教程翻译，基本概念讲解、实战项目、TensorFlow2.0编程技巧。