52 research outputs found
ΠΠ²ΡΠΎΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠ°Ρ Π³Π΅Π½Π΅ΡΠ°ΡΠΈΡ ΡΠ΅ΠΌΠ°Π½ΡΠΈΡΠ΅ΡΠΊΠΈ ΡΠ²ΡΠ·Π½ΠΎΠ³ΠΎ ΡΠ΅ΠΊΡΡΠ° ΠΌΠ΅ΡΠΎΠ΄Π°ΠΌΠΈ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ
Π¦Π΅Π»ΡΠΌΠΈ Π΄Π°Π½Π½ΠΎΠΉ ΡΠ°Π±ΠΎΡΡ ΡΠ²Π»ΡΡΡΡΡ: ΠΏΡΠΎΠ²Π΅Π΄Π΅Π½ΠΈΠ΅ Π°Π½Π°Π»ΠΈΡΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ ΠΎΠ±Π·ΠΎΡΠ° ΠΌΠ΅ΡΠΎΠ΄ΠΎΠ² Π³Π΅Π½Π΅ΡΠ°ΡΠΈΠΈ ΡΠ΅ΠΌΠ°Π½ΡΠΈΡΠ΅ΡΠΊΠΈ ΡΠ²ΡΠ·Π½ΠΎΠ³ΠΎ ΡΠ΅ΠΊΡΡΠ°, ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΡ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ² ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ Π΄Π»Ρ Π³Π΅Π½Π΅ΡΠ°ΡΠΈΠΈ ΡΠ΅ΠΌΠ°Π½ΡΠΈΡΠ΅ΡΠΊΠΈ ΡΠ²ΡΠ·Π½ΠΎΠ³ΠΎ ΡΠ΅ΠΊΡΡΠ°, ΠΏΡΠΎΠ²Π΅Π΄Π΅Π½ΠΈΠ΅ ΡΡΠ°Π²Π½Π΅Π½ΠΈΡ Ρ Π°Π½Π°Π»ΠΎΠ³ΠΈΡΠ½ΡΠΌΠΈ ΡΠ΅ΡΠ΅Π½ΠΈΡΠΌΠΈ. Π ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΠ΅ ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°Π½ΠΈΡ: Π±ΡΠ» ΠΏΡΠΎΠ²Π΅Π΄Π΅Π½ Π°Π½Π°Π»ΠΈΠ· Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ² Π³Π΅Π½Π΅ΡΠ°ΡΠΈΠΈ ΡΠ΅ΠΊΡΡΠ°. ΠΡΠΎΠ²Π΅Π΄Π΅Π½ ΠΏΠΎΠΈΡΠΊ Π²ΡΠ±ΠΎΡΠΎΠΊ Π΄Π°Π½Π½ΡΡ
Π΄Π»Ρ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ ΡΠ΅Π°Π»ΠΈΠ·ΠΎΠ²Π°Π½Π½ΡΡ
Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ². Π Π΅Π°Π»ΠΈΠ·ΠΎΠ²Π°Π½Ρ: Π°Π²ΡΠΎΡΠ½ΠΊΠΎΠ΄Π΅Ρ, Π΄Π²Π° ΠΏΠΎΠ΄Ρ
ΠΎΠ΄Π° ΠΊ Π³Π΅Π½Π΅ΡΠ°ΡΠΈΠΈ ΡΠ΅ΠΊΡΡΠ° Π½Π° ΠΎΡΠ½ΠΎΠ²Π΅ RNN, ΡΠΏΡΠΎΡΠ΅Π½Π½Π°Ρ ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΡ SeqGAN (Π±Π΅Π· ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π°Π»Π³ΠΎΡΠΈΡΠΌΠ° ΠΠΎΠ½ΡΠ΅-ΠΠ°ΡΠ»ΠΎ). ΠΡΠΈΠ²Π΅Π΄Π΅Π½Ρ ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΡ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ ΠΈ ΡΠ΅ΡΡΠΈΡΠΎΠ²Π°Π½ΠΈΡ. ΠΡΠΎΠ²Π΅Π΄Π΅Π½ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΠ΅ ΠΈ ΡΠ΅ΡΡΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠ΅Π°Π»ΠΈΠ·ΠΎΠ²Π°Π½Π½ΡΡ
Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ² ΠΈ Π½Π΅ΠΉΡΠΎΠ½Π½ΠΎΠΉ ΡΠ΅ΡΠΈ LeakGAN. ΠΡΠΎΠ²Π΅Π΄Π΅Π½Π° ΠΎΡΠ΅Π½ΠΊΠ° ΠΊΠ°ΡΠ΅ΡΡΠ²Π° Π½Π΅ΠΉΡΠΎΠ½Π½ΡΡ
ΡΠ΅ΡΠ΅ΠΉ LSTM ΠΈ SeqGAN ΠΏΠΎ ΠΌΠ΅ΡΡΠΈΠΊΠ΅ BLEU. ΠΡΠΎΠ²Π΅Π΄Π΅Π½ΠΎ ΡΡΠ°Π²Π½Π΅Π½ΠΈΠ΅ Ρ Π°Π½Π°Π»ΠΎΠ³ΠΈΡΠ½ΡΠΌΠΈ ΡΠ΅ΡΠ΅Π½ΠΈΡΠΌΠΈ.The objectives of this work are: to conduct an analytical review of methods for generating a semantically coherent text, implement machine learning algorithms to generate a semantically coherent text, and compare with similar solutions. As a result of the study: an analysis of the text generation algorithms was carried out. A search was made of data samples for training implemented algorithms. Implemented: auto-encoder, two approaches to generating text based on RNN, simplified implementation of SeqGAN (without implementation of the Monte Carlo algorithm). The results of training and testing. Training and testing of implemented algorithms and LeakGAN was conducted. The quality of neural networks LSTM and SeqGAN was assessed using the BLEU metric. Compared with similar solutions
Analysis and development prospects of electronic and mobile payments in Russia
The article analyses electronic systems development, its impact on the development of the economy and a number of sectors of life. It enumerates and analyses basic forms of ecash circulation. The article demonstrates the need for development of this sphere of economy as well as financial systems
ΠΠ°Π½Π΄Π΅ΠΌΠΈΡ COVID-19 - ΡΡΠ΅Π·Π²ΡΡΠ°ΠΉΠ½Π°Ρ ΡΠΈΡΡΠ°ΡΠΈΡ Π² ΡΡΠ΅ΡΠ΅ Π·Π΄ΡΠ°Π²ΠΎΠΎΡ ΡΠ°Π½Π΅Π½ΠΈΡ
Π ΡΡΠ°ΡΡΠ΅ ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»Π΅Π½Π° ΠΈΠ½ΡΠΎΡΠΌΠ°ΡΠΈΡ ΠΎ Π²ΠΎΠ·Π½ΠΈΠΊΠ½ΠΎΠ²Π΅Π½ΠΈΠΈ ΠΏΠ°Π½Π΄Π΅ΠΌΠΈΠΈ ΠΊΠΎΡΠΎΠ½Π°Π²ΠΈΡΡΡΠ°, ΡΡΡΠΎΠ΅Π½ΠΈΠΈ ΠΊΠΎΡΠΎΠ½Π°Π²ΠΈΡΡΡΠ°, ΡΠΏΠΎΡΠΎΠ±Π°Ρ
Π·Π°ΡΠ°ΠΆΠ΅Π½ΠΈΡ. ΠΠΏΠΈΡΠ°Π½Ρ ΠΌΠ΅ΡΡ ΠΏΡΠΎΡΠΈΠ»Π°ΠΊΡΠΈΠΊΠΈ, ΠΏΡΠΈΠ²Π΅Π΄Π΅Π½Ρ Π΄Π°Π½Π½ΡΠ΅ ΠΎ ΡΠ°Π·ΡΠ°Π±ΠΎΡΠ°Π½Π½ΡΡ
Π²Π°ΠΊΡΠΈΠ½Π°Ρ
ΠΏΡΠΎΡΠΈΠ² ΠΊΠΎΡΠΎΠ½Π°Π²ΠΈΡΡΡΠ°.The article provides information about the occurrence of the coronavirus pandemic, the structure of the coronavirus, and methods of infection. Prevention measures are described, and data on developed coronavirus vaccines are provided
- β¦