a-pai Goto Github PK

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

drawio-desktop

Official electron build of diagrams.net

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days_ipynb

30天掌握Tensorflow2.1 Jupyter Notebook 版

em

EM algorithm

emsr

“罗伯特·菲利普斯, 定价与收益优化. 2008, 北京市: **财政经济出版社. 382.”p183中例7.5EMSR-a/b算法

examples

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

exercise

exercise for nndl

freqpattern

Frequent Pattern Mining

fruit-images-dataset

Fruits-360: A dataset of images containing fruits and vegetables

game-theory-and-python

Game Theory and Python, a workshop investigating repeated games using the prisoner's dilemma

gitdemo

gitskills

gnnbook_related

《图神经网络：基础与前沿》相关资料

grocerystoredataset

Grocery Store Dataset

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

high_performance_python

Code for the book "High Performance Python" by Micha Gorelick and Ian Ozsvald with OReilly

high_performance_python_2e

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

introduction_to_data_mining_r_examples

R Code to accompany the book Introduction to Data Mining by Tan, Steinbach and Kumar

joyful-pandas

Pandas中文教程

jupyter-edu-book

Teaching and Learning with Jupyter

jupyter_contrib_nbextensions

A collection of various notebook extensions for Jupyter

kind-pytorch-tutorial

Kind PyTorch Tutorial for beginners

learn-python3

Jupyter notebooks for teaching/learning Python 3