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kuiye.github.io

我的博客

lectures

Oxford Deep NLP 2017 course

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

machine-learning

magent

A Platform for Many-agent Reinforcement Learning

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models

Models and examples built with TensorFlow

montreal-forced-aligner

Command line utility for forced alignment using Kaldi

muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

opencv

opennmt-py

Open Source Neural Machine Translation in PyTorch

pix2pix

Image-to-image translation using conditional adversarial nets

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

prml

PRML algorithms implemented in Python

pumpkin-book

《机器学习》（西瓜书）公式详解

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorchcv

A PyTorch-Based Framework for Deep Learning in Computer Vision

reinforcement-learning-with-tensorflow

Reinforcement learning tutorials

repvgg

RepVGG: Making VGG-style ConvNets Great Again

rl_flappybird

This project integrates DQN, double DQN, Dueling DQN, and prioritized replay to play Flappy Bird. And it also tries to use Asynchronous actor-critic to play Flappy Bird, but find it diverges.

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

small_tasks-data_prep

sngan_projection

GANs with spectral normalization and projection discriminator

spoon-knife

This repo is for demonstration purposes only.