guosufen Goto Github PK

hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

how-to-be-a-good-programmer

I'm here to tell you some amazing stuff which teacher would never tell you.

imax

A large-image collection explorer and fast classification tool

jupyterlab-latex

JupyterLab extension for live editing of LaTeX documents

kse

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

kube_nebula

lrdkt

caffe model of LRDKT

mutualnet

MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution (ECCV'20 Oral)

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

note

日常收集的资料和代码

paddlehub

Awesome Pre-trained Models Toolkit Based on PaddlePaddle（180+ models, including CV, NLP, Audio and Video, Onekey Inference&Serving）

psconv

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

pyprobml

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

pyspeckit

Python Spectroscopic Toolkit

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pywcsgrid2

astromonical fits image for python matplotlib

rethinking_bottleneck_design

san

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

sdss-plates

Some SDSS EPO tools involving plate distribution

shake-drop_pytorch

PyTorch implementation of shake-drop regularization

somsphere

Self Organizing Maps in python and spherical coordinates

space2vec-ml-code

Model code to go along with our blog posts

unsupervised-classification

SCAN: Learning to Classify Images without Labels (ECCV 2020)

weightnet