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awesome-mac

 This repo is a collection of awesome Mac applications and tools for developers and designers.

content

Official content for Harvard CS109

crackingmachinelearninginterview

A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews

data-science-question-answer

A repo for data science related questions and answers

deep-learning-traffic-lights

Code and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning.ai

Deep Learning Specialization

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

dive-into-machine-learning

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

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

fast-neural-style-tensorflow

A tensorflow implementation for fast neural style!

leetcode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

leetcode-1

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

lstm-sentiment-analysis

Sentiment Analysis with LSTMs in Tensorflow

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc.

machine-learning-interview-1

算法工程师-机器学习面试题总结

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machine-learning-systems-design

机器学习系统设计案例与测试 Machine Learning Systems Design Cases & Tests

machine-learning-systems-design-1

A booklet on machine learning systems design with exercises

multilabel-timeseries-classification-with-lstm

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

playground

Play with neural networks!

python-up-learning-path-for-data-science-in-python

Here is a comprehensive learning path for Python and Data science

stanford-machine-learning

This repo contains the codes for all assignments of machine learning class from Stanford university.

sublime_time3_packages

This is packages for sublime time3 with some popular and useful plugins

tensorflow_poems

中文古诗自动作诗机器人，屌炸天，基于tensorflow1.0 api，加入了创作歌词模块！！正在积极维护升级中，快star，保持更新！

text_classification

all kinds of text classificaiton models and more with deep learning

udacity-deep-learning

vim-awesome

Awesome Vim plugins from across the universe

wordbatch

Parallel text feature extraction for machine learning