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acm-icpc

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

algorithms

The codes and my solutions to exercises from the book "Algorithms" (4th edition) by Robert Sedgewick and Kevin Wayne.

alibaba-tianchi

阿里巴巴天池比赛——阿里音乐流行趋势预测大赛 && 菜鸟-需求预测与分仓规划

applied-methods-phd

Repo for Yale Applied Empirical Methods PHD Course

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-rspapers

Recommender System Papers

bayesian-statistics

Course material for Bayesian and Modern Statistics, STA601, Duke University, Spring 2015.

causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

data-scientist-learning-plan

A Data Scientist Learning Plan to not only prepare for interviews, but to become a world class Data Scientist

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

developer-books

编程开发相关书籍整理分享，持续更新...

econ-data-notes

exploratory_data_analysis-wine_quality_dataset

read my blog @ https://medium.com/@theprasadpatil/exploratory-data-analysis-8fc1cb20fd15

garychamberlainlecturenotes

gautamrao.github.io

personal website

grad-io

Graduate Empirical Industrial Organization

guide2econra

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.

hello-world

homemade-machine-learning

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

hugo-papermod

A fast, clean, responsive Hugo theme.

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_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

leetcode-solution

Solutions of LeetCode

mcmc

Markov Chain Monte Carlo using Metropolis Algorithm

mdp-dp-rl

Markov Decision Processes, Dynamic Programming and Reinforcement Learning

mkt-615

PhD Seminar Fall 2021

ml

Machine Learning Projects and Learning Content