Zygmunt Zając (zygmuntz)

zygmuntz

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Home Page:http://fastml.com/

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Zygmunt Zając's repositories

goodbooks-10k

Ten thousand books, six million ratings

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hyperband

Tuning hyperparams fast with Hyperband

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phraug

A set of simple Python scripts for pre-processing large files

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phraug2

A new version of phraug, which is a set of simple Python scripts for pre-processing large files

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numer.ai

Validation and prediction code for numer.ai

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classifying-text

Classifying text with bag-of-words

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adversarial-validation

Creating a better validation set when test examples differ from training examples

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evaluating-recommenders

Compute and plot NDCG for a recommender system

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time-series-classification

Classifying time series using feature extraction

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pointer-networks-experiments

Sorting numbers with pointer networks

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kaggle-stackoverflow

Predicting closed questions on Stack Overflow

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gaussrank

Preparing continuous features for neural networks with GaussRank

kaggle-happiness

Predicting happiness from demographics and poll answers

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pylearn2-practice

Pylearn2 in practice

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wine-quality

Predicting wine quality

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cubert

How to make those 3D data visualizations

metric-learning-for-regression

Applying metric learning to kin8nm

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kaggle-rossmann

Predicting sales with Pandas

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large-scale-linear-learners

VW, Liblinear and StreamSVM compared on webspam

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r-libsvm-format-read-write

R code for reading and writing files in libsvm format

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project-rhubarb

predicting mortality in England using air quality data

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kaggle-poker-hands

Code for the Poker Rule Induction competition

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misc

misc

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AlpacaGPT

How to train your own ChatGPT, Alpaca style

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nonconformist

Python implementation of the conformal prediction framework.

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cn24

Convolutional (Patch) Networks for Semantic Segmentation

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mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, and more

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