zhanggaofeng1120 Goto Github PK

advice

A repository of links with advice related to grad school applications, research, phd etc

algo

数据结构和算法必知必会的50个代码实现

algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

awesome-network-analysis

A curated list of awesome network analysis resources.

blog

blog

bosszp

boss直聘岗位的爬取，以及使用pyecharts相关的信息进行数据分析

classification-of-handwritten-digits

The MNIST dataset, contained in mnist-original.mat (matlab format), consists of 70,000 digitized handwritten digits and their labels. I classified them using 2 different classifiers, a stochastic gradient descent classifier called SGDClassifier and a logistic regression classifier called LogisticRegression.

code

commodityrecommendation

电子商务网站用户行为分析及服务(商品)推荐

complex-data-analysis

Complex Data Analysis course

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

covid-19-data-visualization

新型冠状病毒数据可视化

data-science-notes

数据科学的笔记以及资料搜集

dataminingcompetitionfirstprize

Datacastle National Big Data Online Competition First Place Source Code助学金精准预测冠军代码

datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

diabetes-disease-prediction-using-classification-algorithms.

Diabetes Mellitus (TY2) has secured the status of a global pandemic. Thus, the diagnosis of the disease at an early stage plays a very significant role as the early prediction of the disease will minimize the health risks associated with the disease. This projects aims to predict whether a person is diabetic or not via six different classification algorithms namely Support Vector Machine(SVC), K- Nearest Neighbour(Knn), Decision Tree, Naive Bayes, Logistic Regression and Random Forest. Moreover, early prediction of the diabetes disease with a higher accuracy can be found using various machine learning techniques.

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

hexo-theme-matery

A beautiful hexo blog theme with material design and responsive design.一个基于材料设计和响应式设计而成的全面、美观的Hexo主题。国内访问：http://blinkfox.com

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

incubator-echarts

A powerful, interactive charting and visualization library for browser

joyful-pandas

Pandas中文教程

lihang-code

《统计学习方法》的代码实现

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

notebooks

prml

PRML algorithms implemented in Python

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python

All Algorithms implemented in Python