lennondu Goto Github PK

500lines

500 Lines or Less

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-python-cn

Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

chatbotcourse

自己动手做聊天机器人教程

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, Spark, Hadoop MapReduce, HDFS, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

deep-learning-multipliers

Training deep neural networks with low precision multiplications

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

django_blog

Learning django

everyday_python

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

first-pr

《GitHub实践入门》实验用仓库

github-roam

GitHub 漫游指南- a Chinese ebook on how to build a good build on Github. Explore the users' behavior. Find some thing interest.

gotgit

Errata and resources for GotGit: a book about Git in Chinese

graphicalmodel

Courera Version of Graphical Model.. Cooperate with Jian Guo.

hao

好东西传送门

how-to-be-a-programmer-cn

如何做好一枚程序员

interpy-zh

《Python进阶》（Intermediate Python 中文版）

interview_python

关于Python的面试题

k-vim

vim配置

leetcode_aw

lennondu.github.io

machine-learning-ex-py-version

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

numpy

Numpy main repository

numpy-100

100 Numpy exercises (70 actually, we need your help...)

penn-ml-benchmarks

A large, curated repository of benchmarks for evaluating supervised machine learning algorithms.

phd-thesis

Repository of my thesis "Understanding Random Forests"

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)