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prml

PRML algorithms implemented in Python

prml-1

Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop

prml-2

Python implementations (on jupyter notebook) of algorithms described in the book "PRML"

prml-solution-manual

my own Solution Manual of PRML

prmlt

Matlab code for machine learning algorithms in book PRML

prsm

Piecewise Rigid Scene Model - Implementation IJCV'15

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pwc-net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

pwc-net_pytorch

pytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"

pwc-net_pytorch-1

PWC-Net for optical flow estimation. (Adapted for pytorch > 1.0 & Python 3 from the the official pubilshed code.)

pybm3d

Python wrapper around bm3d

pycurvelab

Python interface to Curvelab (http://www.curvelet.org)

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pyprobml

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

python-beyond-the-basics---object-oriented-programming-udemy

Course materials for the Python Beyond the Basics - Object-Oriented Programming MOOC on Udemy

python-cheatsheet

Comprehensive Python Cheatsheet

python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

python-head-first-design-patterns

Python Head First Design Patterns

python-science

slides + IPython notebooks for the Stony Brook University "Python for Scientific Computing" class.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-complex-tensor

Unofficial complex tensor and scalar support for Pytorch

pytorch-correlation-extension

Custom implementation of Corrleation Module

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-gan-collections

pytorch-spynet

a reimplementation of Optical Flow Estimation using a Spatial Pyramid Network in PyTorch

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

pytorchzerotoall

qdaily_backup

好奇心日报备份计划 本项目启动于好奇心日报因喝茶后被停更3个月，万一关门好文章无法再重新检索，所以在 github 上做备份，供大家参阅。

qexo

A Quick, Powerful and Pretty Online Manager for Hexo.