Projects in Awesome Lists by sb-ai-lab
A curated list of projects in awesome lists by sb-ai-lab .
https://github.com/sb-ai-lab/lightautoml
Fast and customizable framework for automatic ML model creation (AutoML)
automated-machine-learning automatic-machine-learning automl automl-algorithms binary-classification data-science kaggle lama machine-learning multiclass-classification nlp python regression
Last synced: 12 Apr 2025
https://github.com/sb-ai-lab/LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
automated-machine-learning automatic-machine-learning automl automl-algorithms binary-classification data-science kaggle lama machine-learning multiclass-classification nlp python regression
Last synced: 15 Nov 2024
https://github.com/sb-ai-lab/replay
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
algorithms collaborative-filtering deep-learning distributed-computing evaluation machine-learning matrix-factorization pyspark pytorch recommendation-algorithms recommender-system recsys transformers
Last synced: 14 Apr 2025
https://github.com/sb-ai-lab/Eco2AI
eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.
ai carbon-emissions carbon-footprint co2-emissions co2-monitoring deep-learning emission-tracker energy-consumption environment esg ghg machine-learning power-consumption-measurement python sustainability
Last synced: 31 Mar 2025
https://github.com/sb-ai-lab/eco2ai
eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.
ai carbon-emissions carbon-footprint co2-emissions co2-monitoring deep-learning emission-tracker energy-consumption environment esg ghg machine-learning power-consumption-measurement python sustainability
Last synced: 05 Apr 2025
https://github.com/sb-ai-lab/py-boost
Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training
Last synced: 06 Apr 2025
https://github.com/sb-ai-lab/hypex
Fast and customizable framework for automatic and quick Causal Inference in Python
ab-testing causal-inference causalinference data-science faiss kaggle matching python statistics
Last synced: 04 Apr 2025
https://github.com/sb-ai-lab/esgify
ESGify is a model for multilabel news classification with respect to ESG risks.
ai classification environment esg finance nlp social sustainability
Last synced: 15 Mar 2025
https://github.com/sb-ai-lab/Stalactite
Stalactite is the framework implementing the vertical federated learning paradigm.
federated-learning vertical-federated-learning
Last synced: 23 Feb 2025
https://github.com/sb-ai-lab/rubioroberta
BERT-based model for Russian language biomedical text mining
Last synced: 15 Mar 2025
https://github.com/sb-ai-lab/rumedq
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 corresponds to this symptom.
Last synced: 15 Mar 2025
https://github.com/sb-ai-lab/medbench
https://arxiv.org/abs/2201.06499
benchmark bert medical nlp pytorch russian-language
Last synced: 14 Apr 2025
https://github.com/sb-ai-lab/automl-in-practice
Additional materials for LightAutoML usage in practice
Last synced: 14 Apr 2025
https://github.com/sb-ai-lab/a_large-scale_empirical_study_of_aligned_time_series_forecasting
Last synced: 22 Jan 2025