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algorithm-exercise

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/

aplus

A modified version of APSIS, but more powerful and easy to use for HST image analysis. Please use as your own risk. Many API has not been test completely.

astropy

Repository for the Astropy core package

awesome-programming-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

code_practice

practice coding. Basic sort algorithms and other categories, my answer for website "nowcoder"

coursera-neural-net

Assignments for Geoffrey Hinton's Neural Net Course on Coursera, translated from (gross)Matlab into (beautiful)Python.

daily_algorithm

每日一题的github仓库

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-book-note

provide the notes for books I am reading or have read. These books are mainly in data science or computer science

dataquest

all the projects in dataquest.

datasci_course_materials

Public repository for course materials for the Data Science at Scale Specialization at Coursera

deep-learning-papers-reading-roadmap

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

deeplearning

Deep Learning mini Projects. You can easily play around with only minor knowlede.

deeplearning.ai

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

deeplearningtechniques_2d

a collection of deep learning techniques with my understandings

demos

useful demos to help you from 0 to 1. These materials including practices about python, data, sql, database.

friendly-fortnight

:wolf: K-Means Clustering using Python from Scratch :mushroom:

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hyperopt-sklearn

Hyper-parameter optimization for sklearn

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

leetcode

My C++ Code for LeetCode OJ

leetcode-for-fun

Daily coding practice about data structure and algorithms. Leetcode, Lintcode, codeforces

leetcode_solutions

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine_learning_practices

machine learning practices

practice-an-algorithm-question-every-day

书籍：《每天练习一道算法题》

presto

Open source pulsar search and analysis toolkit

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

readme-template

README.md template for your open-source project

self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects.