Barupeluoa sechabeng se bulehileng sa Univesithi ea ITMO ba phatlalalitse liphetho tsa phuputso eo ho eona ba hlahlobileng likarolo le mekhoa ea nts'etsopele le ts'ebeliso ea software ea lefats'e e bulehileng lefapheng la ho ithuta mochini le taolo ea data Russia. Tlaleho e na le maikutlo a litsebi tse tsoang ho Yandex, Sber, T-Bank, VK, Wildberries, Rocket Control, CodeScoring le MIPT, e hlahlobile lintlha tse bulehileng tse tsoang ho GitHub le litšebeletso tse amanang le tsona, litekanyetso tse hahiloeng, li-graph le litafole.
Nakong ea lipatlisiso, parser ea data e kentsoe ts'ebetsong ho tsoa ho GitHub API le lits'ebeletso tsa mokha oa boraro (joalo ka pepy, nalane ea linaleli, joalo-joalo), motheong oa hore na data e mabapi le sebaka sa basebelisi ba sebelisang merero e bulehileng le ho kenya letsoho ntlafatsong ea bona ke efe. e ile ea hlahlojoa. Ho boetse ho lebisoa tlhokomelo ho sechaba se seng se ntse se le teng se bulehileng, lipatlisiso tse ling mabapi le lihlooho tse tšoanang, litebello tsa nts'etsopele ea mohloli o bulehileng mehleng ea AI, le tse ling tse ngata.
Litharollo tse 5 tse holimo tse sebelisoang Russia Federation:
- ML le algorithms:
- CatBoost
- LightAutoML
- PyTorch
- Scikit-ithute
- TensorFlow
- Lipalo:
- Lipalo
- Optuna
- SciPy
- Theano
- Statsmodels
- Meaho ea motheo
- YTsaurus
- Spark
- Hadoop
- pandas
- Kofi
- Pono le BI:
- Metabase
- Supert
- DataLens
- Matlotlib
- Leqheka
- Polokelo ea lintlha:
- MongoDB
- Tarantool
- PostgreSQL
- TlanyaHouse
- YDB
- MLOps:
- LangChain
- KubeFlow
- MLflow
- WandB
- GigaChain
Source: opennet.ru
