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uci_dermatology_pca_analysis

This ipython notebook is my self learning effort, where I have performed analysis of dermatology dataset from UCI site. Here, I explore PCA and few classifier algorithms.

ucsd_bigdata_2016

upmath.me

Markdown and LaTeX online editor - create text for web with equations and diagrams

user-based-collaborative-filtering-recommender-system

Implements a simple user-based collaborative filtering recommender system for predicting the ratings of an item using the data given. The prediction would be done using k nearest neighbors and Pearson Correlation. Finally using the similarity of the k nearest neighbors, predict the ratings of the new item for the given user

vae_cf

Variational autoencoders for collaborative filtering

various-projects

vision

Datasets, Transforms and Models specific to Computer Vision

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

volatility-trading

A complete set of volatility estimators based on Euan Sinclair's Volatility Trading

voronoitreemap

R package for voronoi treemaps with added interactivity by shiny

vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

webinar_isds

webplotdigitizer

HTML5 based online tool to extract numerical data from plot images.

weka-emiodc

Weka Package containing multiple ordinal data classifiers

whilemymcmcgentlysamples

my blog

wikipedia-data-science

Working with and analyzing Wikipedia Data

wind-speed-analysis

An elegant probability model for the joint distribution of wind speed and direction.

worksheets-examples

Examples and tutorials for CodaLab Worksheets.

wsvm

:exclamation: This is a read-only mirror of the CRAN R package repository. wSVM — Weighted SVM with boosting algorithm for improving accuracy

xgbod

Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

xgboost-on-bankruptcy-dataset-imbalance-data-

keywords - XGboost, Smote, Hyperparameter tuning, Python

ziff-deep-learning

Project repo for Ziff Deep Learning Internship 2017 - Deep learning model performance improvement strategies

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