Python Data Science Handbook: full text in Jupyter Notebooks
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Updated
Oct 6, 2020 - Jupyter Notebook
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The Jupyter Notebook is a language-agnostic HTML notebook application for Project Jupyter. Jupyter notebooks are documents that allow for creating and sharing live code, equations, visualizations, and narrative text together. People use them for data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.
Python Data Science Handbook: full text in Jupyter Notebooks
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
100-Days-Of-ML-Code中文版
A neural network that transforms a design mock-up into a static website.
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Best Practices on Recommendation Systems
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》)
Custom Jupyter Notebook Themes
Best Practices, code samples, and documentation for Computer Vision.
Create HTML profiling reports from pandas DataFrame objects
Hi, I stumbled over a bug resp. mistake in your documentation.
Your setup documentation contains call of
sudo echo something > file
which is ..well..entirely wrong. sudo echo will write to stdout, then the redirection with ">" will write it with user rights and this will fail as this example wants to add a debian repo to a location where only root can write.
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
A collection of infrastructure and tools for research in neural network interpretability.
Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
Jupyter notebooks from the scikit-learn video series
How to use Watcher / WatcherClient over tcp/ip network?
Watcher seems to ZMQ server, and WatcherClient is ZMQ Client, but there is no API/Interface to config server IP address.
Do I need to implement a class that inherits from WatcherClient?
Deep Learning (with 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TensorFlow 2.0实现,项目已得到李沐老师的认可
The Go kernel for Jupyter notebooks and nteract.
Jupyter notebooks for teaching/learning Python 3
The Hunting ELK
lgo does not complete import paths now.
We want to complete import paths for these patterns:
import [cur]
import (
[cur]
import "a/b[cur]
import "[cur]
免费学代码系列:小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战
A curated list of awesome Jupyter projects, libraries and resources
Created by Jupyter Developers
Released December 2011
Latest release 28 days ago
Most items coming from questions on the community forum
xref='paper'. Also the shapes and annotations tutorial should link to each other.