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dongxu027's Projects
awesome-courses
:books: List of awesome university courses for learning Computer Science!
awesome-deep-learning-papers
The most cited deep learning papers
awesome-information-retrieval
A curated list of awesome information retrieval resources
awesome-interviews
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
awesome-python
A curated list of awesome Python frameworks, libraries and software
bad-data-guide
An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
datasciencecoursera
The Data Scientist’s Toolbox Repo
datasharing
The Leek group guide to data sharing
exdata_plotting1
Plotting Assignment 1 for Exploratory Data Analysis
github-cheat-sheet
A list of cool features of Git and GitHub.
go
The Open Source Data Science Masters
kaggle-favorita
Kaggle - Corporación Favorita Grocery Sales Forecasting - https://www.kaggle.com/c/favorita-grocery-sales-forecasting
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-tutorials
machine learning and deep learning tutorials, articles and other resources
ml-from-scratch
Bare bones Python implementations of some of the foundational Machine Learning models and algorithms.
or-tools
Google's Operations Research tools:
probabilistic-programming-and-bayesian-methods-for-hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
programmingassignment2
Repository for Programming Assignment 2 for R Programming on Coursera
scikit-learn
scikit-learn: machine learning in Python
tensorflow
Open source software library for numerical computation using data flow graphs.
titanic-kaggle
Centralized Repo for Kaggle's Titanic Competition.
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