fujenchu

relationNet

implementation of relationNet naive version

matchingNet

implementation of Matching Net in Pytorch

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

20bn-something-something-label-hierarchies

Metadata for the Something-Something dataset

AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

affordance-net

AffordanceNet - Multiclass Instance Segmentation Framework - ICRA 2018

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

android-demo-app

PyTorch android examples of usage in applications

Augmentor

Image augmentation library in Python for machine learning.

da-faster-rcnn

An implementation of our CVPR 2018 work 'Domain Adaptive Faster R-CNN for Object Detection in the Wild'

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

examples

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

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fujenchu.github.io

fujenchu1.github.io

for hexo deploy

Matrix-Capsules-EM-Tensorflow

A Tensorflow implementation of CapsNet based on paper Matrix Capsules with EM Routing

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

papers

:paperclip: Summaries of papers on deep learning

PRML

PRML algorithms implemented in Python

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

realai.org

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

science_rcn

Reference implementation of a two-level RCN model

SpeechToText

Speech To Text in Android

supervised-reptile

Reptile on supervised meta-learning datasets

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

visual-pushing-grasping

Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.