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adasyn

Adaptive Synthetic Sampling Approach for Imbalanced Learning

algorithms

Include the common algorithm questions in leetcode, cc150 implemented in Java and Python, including test cases.

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

basicsr

Open Source Image and Video Restoration Toolbox, especially for Super-Resolution, including EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

cc150python

cmshcc

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dat4

General Assembly's Data Science course in Washington, DC

data_science_delivered

Observations from Ian on successfully delivering data science products

devdataprod

dnmc

Atom diffusion Monte Carlo Simulation

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

fastai

The fast.ai deep learning library, lessons, and tutorials

get-and-cleaning-data

icd9

Python library for hierarchy of ICD9 Codes

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

nlp_capstone

practicalml

pydata-book

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

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

tensorflow

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

ucsd-thesis

This is an effort to create the canonical LaTeX style for typesetting UCSD doctoral dissertations.