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algo

algorithm-datastructures

Implementations of Algorithms and Data Structures

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

assignment4

awesome-scalability

Scalable, Available, Stable, Performant, and Intelligent System Design Patterns

breeze

Breeze is a numerical processing library for Scala.

coding

converter

cs231n.github.io

Public facing notes page

data-science-question-answer

A repo for data science related questions and answers

deep-theano-rnn-lstm-car

Pack of Drones: Layered reinforcement learning (Q-learning w/ RNN) for complex "hunt" behaviors

diagnose-heart

Solution to win the second Annual Data science bowl

drl-flappybird

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

dtree_bias_var

Plot bias, variance and overall accuracy for a boosted ID3 decision tree on the SPECT Heart dataset.

html-resume

HTML résumé template + PDF generator

install-opencv-caffe-torch7-in-ubuntu

install-opencv-2.4.13-in-ubuntu

interviews

Everything you need to know to get the job.

kaggle

kaggle-heart

kdd-2020-tutor

KDD-2020-Tutor: Automated Recommander System

leetcode

正确的姿势，学习的态度来刷 LeetCode：高效的代码、简洁的注释、精炼的总结。

leetcode-1

Leetcode in Python

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn.

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

ml

ml4t

Machine Learning for Trading

ml_prep

Machine Learning interview prep guide

python_tools

Python常用库以及第三方package的使用笔记

qlearner_tests

Test suite for Machine Learning for Trading Final Project