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Igor Gotlibovych's Projects

ares icon ares

adaptive multi-level timeseries sub-sampling for piecewise linear plotting

dash-zoom icon dash-zoom

Demo Dash/Plotly and ARes indexing for time-series with tens of millions of points

dask icon dask

Parallel computing with task scheduling

egal icon egal

easy drawing in jupyter

fastparquet icon fastparquet

python implementation of the parquet columnar file format.

igornc icon igornc

DIY 3d printer with duet 2 controller

keras icon keras

Possible implementation of extended image augmentation: https://github.com/fchollet/keras/issues/3338

kerasgym icon kerasgym

Simple CLI for running, saving and loading keras models and training histories.

kerashistoryplot icon kerashistoryplot

Plots training losses and metrics in Jupyter while training your `keras` model.

kerasquantilemodel icon kerasquantilemodel

Quantile Regression using Deep Learning. An alternative to Bayesian models to get uncertainty.

livelossplot icon livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

mario icon mario

Pushing pandas through scikit-learn pipelines

mypy icon mypy

Optional static typing for Python 3 and 2 (PEP 484)

ncls icon ncls

The Nested Containment List for Python. Basically an immutable interval-tree that is silly fast for both construction and lookups.

nmf-contrib icon nmf-contrib

Non-negative matrix factorization (NMF) with support for missing values (NaN)

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

puzzler icon puzzler

Notebooks for the fivethirtyeight puzzles and other brainteasers

pyampd icon pyampd

An improved Python implementation of the Automatic Multiscale Peak Detection algorithm

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