evfro

Evgeny Frolov's starred repositories

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

Language:RustNOASSERTION27964 157 8006

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Language:PythonApache-2.07895 193 2285

docker-stacks

Ready-to-run Docker images containing Jupyter applications

Language:PythonNOASSERTION7837 189 884

umap

Uniform Manifold Approximation and Projection

Language:PythonBSD-3-Clause7211 128 777

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Language:PythonMIT3479 77 488

machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

Language:HTMLMIT3149 128 6

awesome-jupyterlab

A curated list of awesome JupyterLab extensions and resources

2496 83 11

pymc-resources

PyMC educational resources

Language:Jupyter NotebookMIT1903 65 75

heartrate

Simple real time visualisation of the execution of a Python program.

Language:PythonMIT1747 31 10

LightAutoML

LAMA - automatic model creation framework

Language:PythonApache-2.0886 31 58

bigartm

Fast topic modeling platform

Language:C++NOASSERTION662 41 364

johnnydep

Display dependency tree of Python distribution

Language:PythonMIT496 9 67

sorcery

Dark magic delights in Python

Language:PythonMIT398 14 10

executing

Get information about what a Python frame is currently doing, particularly the AST node being executed

Language:PythonMIT318 10 38

RecTools

RecTools - library to build Recommendation Systems easier and faster than ever before

Language:PythonApache-2.0255 8 56

obsidian-tag-navigator

Cross-reference navigation through your Obsidian tags and notes

Language:TypeScriptMIT218 13 24

MIPT_Data_Mining_In_Action_2016

"Data Mining in Action Course", Moscow Institute of Physics and Technologies

Language:Jupyter Notebook208 43 40

ctf

Cyclops Tensor Framework: parallel arithmetic on multidimensional arrays

Language:C++NOASSERTION194 23 107

yt-metabot-user-js

userscript for highlighting suspicious profiles on youtube

Language:JavaScriptMIT184 15 51

rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

Language:PythonMIT151 7 3

scikit-sparse

Sparse matrix tools extending scipy.sparse, but with incompatible licenses

Language:CythonBSD-2-Clause149 14 69

python-frozendict

A simple immutable dictionary for Python

Language:CLGPL-3.0130 5 77

RePlay

RecSys Library

Language:PythonApache-2.062 5 61

telepyth

Telegram notification with IPython magics.

Language:GoMIT58 3 6

ufunclab

NumPy ufuncs and utilities.

Language:PythonNOASSERTION49 3 7

Cholmod-Scikit-Sparse-Windows

Set up cholmod and scikit-sparse python package on Windows.

Language:CGPL-3.037 2 6

ttrecipes

Metamodeling, sensitivity analysis and visualization using the tensor train format

Language:PythonLGPL-3.023 5 2

tensor_decomp_embedding

Word embedding via tensor decomposition.

Language:Python22 40

GRU4REC

PyTorch implementation of Session-Based Recommendations with Recurrent Neural Networks

Language:Python7 10

Matrix-Completion

This is a project for Machine Learning course at Skoltech, 2018.

Language:Jupyter Notebook100