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ai-final-project

awesome

A curated list of awesome lists

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

computer-science

:mortar_board: Path to a free self-taught graduation in Computer Science

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

css-guidelines

撰寫可管理、可維護的 CSS 高階技巧

data-science-at-the-command-line

Data Science at the Command Line

data-science-blogs

A curated list of data science blogs

data-science-from-scratch

code for Data Science From Scratch book

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

datascienceresources

Open Source Data Science Resources.

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn

free-programming-books

:books: Freely available programming books

frontend-tools

各式 Web 前端開發工具整理

gads9-nyc-spring2014-lectures

Lecture Repository for GADS9

go

The Open Source Data Science Masters

google-10000-english

This repo contains a list of the 10,000 most common English words in order of frequency, as determined by n-gram frequency analysis of the Google's Trillion Word Corpus.

gotyour.pw

Got Your PW 是專門為對資安有興趣的人士整理的資源，包含常用的工具，適合初學者的入門教材，好用的後門程式，和許多值得追蹤的資安相關網站。

hao

好东西传送门

learndatascience

Open Content for self-directed learning in data science

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

opendl

屹立深度之巅

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

prmlt

Pattern Recognition and Machine Learning Toolbox