ruiyuh Goto Github PK

120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

awesome-cv

Awesome CV is LaTeX template for your outstanding job application

awesome-r

A curated list of awesome R packages, frameworks and software.

crash-model

Build a crash prediction modeling application that leverages multiple data sources to generate a set of dynamic predictions we can use to identify potential trouble spots and direct timely safety interventions.

csc575-proj

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

datahackinghour

deep-learning-har

Convolutional and LSTM networks to classify human activity

deeplearningbook-chinese

Deep Learning Book Chinese Translation

docker_tutorial

Code and helper scripts for article on Medium "How Docker Can Help You Become A More Effective Data Scientist"

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

entity-recognition-in-resumes-spacy

Automatic Summarization of Resumes with NER -> Evaluate resumes at a glance through Named Entity Recognition

examples

flask-angular-data-science

Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-machine-learning-model-in-a-modern-web-application-flask-angular-docker-a657db075280

flask_api

Creating a Machine Learning API using Flask - Repository for AV Article

ideas

Ideas of Phodal

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

python-scraping

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-examples

Simple examples to introduce PyTorch

recsys-1

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

ruiyu_projs

simplified-deeplearning

Simplified implementations of deep learning related works

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

tensorflow

Open source software library for numerical computation using data flow graphs.

tensorflow-101

TensorFlow Tutorials

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow