Igor Gotlibovych's Projects
adaptive multi-level timeseries sub-sampling for piecewise linear plotting
Bash and other config
My CV
Demo Dash/Plotly and ARes indexing for time-series with tens of millions of points
Parallel computing with task scheduling
Native Kubernetes integration for dask
Deep Continuous Quantile Regression and other experiments.
A distributed task scheduler for Dask
easy drawing in jupyter
Random engineering-related calculations; maybe it will become sth
Calendars for various securities exchanges.
python implementation of the parquet columnar file format.
A theme for Hugo, inspired by Atom editor
My github pages placeholder
DIY 3d printer with duet 2 controller
Possible implementation of extended image augmentation: https://github.com/fchollet/keras/issues/3338
Simple CLI for running, saving and loading keras models and training histories.
Plots training losses and metrics in Jupyter while training your `keras` model.
Quantile Regression using Deep Learning. An alternative to Bayesian models to get uncertainty.
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
Pushing pandas through scikit-learn pipelines
Parallel computing without the Parallel Computing Toolbox
Optional static typing for Python 3 and 2 (PEP 484)
The Nested Containment List for Python. Basically an immutable interval-tree that is silly fast for both construction and lookups.
Non-negative matrix factorization (NMF) with support for missing values (NaN)
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Notebooks for the fivethirtyeight puzzles and other brainteasers
An improved Python implementation of the Automatic Multiscale Peak Detection algorithm