Respository for the paper "Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees"

The repository contains the source code for the paper "Fast Rates for Maximum Entropy Expoloration"

The implementation for the paper "Orthogonal Directions Constrained Gradient Method: from non-linear equality constraints to Stiefel manifold"

Repository for a paper "Model-free Posterior Sampling via Learning Rate Randomization"

Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)

Various Python Data Science Projects available in PyPi

A library to generate synthetic time series data by easy-to-use factors and generator

Russian Medical Questions Dataset (RuMedQ) is a synthetic dataset containing pairs of "symptom" - "medical question regarding this symptom", as well as a label, if the question generated by RuGPT3 …

BERT-based model for Russian language biomedical text mining

Repository to reproduce SketchBoost paper experiments

Pygloo provides Python bindings for Gloo.

LightAutoML (LAMA) course tutorials

LightAutoML on Spark

End2end GPU pipeline for LightAutoML

ESGify is a model for multilabel news classification with respect to ESG risks.

Simulator for training and evaluation of Recommender Systems

Library for automatic interpretable model building (Whitebox AutoML)

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training

Fast and customizable framework for automatic ML model creation (AutoML)

Our maintained PFN repository. Come here to train SOTA PFNs.

some bravo or inspiring research works on the topic of curriculum learning

Employing cycle-consistency constraint for machine translation.

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Profiling and inspecting memory in pytorch

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.