eric-rstats Goto Github PK

adv-r

Advanced R programming: a book

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

algos

Popular Algorithms and Data Structures implemented in popular languages

artipub

Article publishing platform that automatically distributes your articles to various media channels

awesome-causal-inference

A curated list of causal inference libraries, resources, and applications.

awesome-causality-algorithms

An index of algorithms for learning causality with data

best-websites-a-programmer-should-visit-zh

程序员应该访问的最佳网站中文版

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

cs231n.github.io

Public facing notes page

daily-interview

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

deep_recommend_system

TensorFlow template application for deep learning

dimensionality_reduction

This is the Code for "Dimensionality Reduction - The Math of Intelligence #5" By Siraj Raval on Youtube

eric-rstats.github.io

记录些东西

finch

More than 50 machine learning models (and tests) based on TensorFlow / PyTorch

flask-purchase_and_sale

flask实现的简单进销存后台管理系统

ga-dashboard-demo

A demo on how to build your own Google Analytics dashboard with R, Shiny and MySQL

h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)

jdata

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

kerasr

R interface to the keras library

leetcode_notes

logicstack-leetcode

公众号「宫水三叶的刷题日记」刷穿 LeetCode 系列文章源码

meta-analysis

notes_cs224n_nlp

斯坦福cs224n nlp教程课件、作业、笔记

notes_cs224w_graph_ml

斯坦福CS224W图机器学习课件、笔记、作业

numpy_exercises

Numpy exercises.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pydictionary

A chinese dictionary package implemented using Python 3. Quite simple to query a word to get it's synonyms & antonyms.

pyecharts

Python Echarts Potting Library