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2020

Materials for Applied Data Analysis CS-401, fall 2020

cpwl

deliverable for the semester project

cs433-higgs

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-photo-styletransfer

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

deepfake-detection

The Pytorch implemention of Deepfake Detection based on Faceforensics++

deeplearning

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[email protected] 版权所有，违权必究 Tan 2018.06

dis

Course Material for Distributed Information Systems 2020

fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images.

fasttext

Library for fast text representation and classification.

hzhumsc.github.io

icpr2020dfdc

Video Face Manipulation Detection Through Ensemble of CNNs

learn-python3

Jupyter notebooks for teaching/learning Python 3

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

ml_course

EPFL Machine Learning Course, Fall 2019

online-cv

A minimal Jekyll Theme to host your resume (CV)

oop_with_python

Object-Oriented Programming concepts, with Python

open3d

Open3D: A Modern Library for 3D Data Processing

opencv

Open Source Computer Vision Library

pcsc_2019_data_approx

C++ implementation of basic data fitting algorithms

pcsc_data_approximation

project1

A 1st version of the ML project 1

python-100-days

Python - 100天从新手到大师

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

scientific-visualization-book

❗️WIP❗️An open access book on scientific visualization using python and matplotlib

tutorials

PyTorch tutorials.