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πŸ’Ž PyTorch Geometric Temporal β€” ΠΏΡ€ΠΎΠ΅ΠΊΡ‚, Ρ€Π°ΡΡˆΠΈΡ€ΡΡŽΡ‰ΠΈΠΉ возмоТности PyTorch Geometric для Ρ€Π°Π±ΠΎΡ‚Ρ‹ с динамичСскими Π³Ρ€Π°Ρ„Π°ΠΌΠΈ. Π­Ρ‚ΠΎ спСциализированная Π±ΠΈΠ±Π»ΠΈΠΎΡ‚Π΅ΠΊΠ°, которая ΠΏΠΎΠΌΠΎΠ³Π°Π΅Ρ‚ Π°Π½Π°Π»ΠΈΠ·ΠΈΡ€ΠΎΠ²Π°Ρ‚ΡŒ Π΄Π°Π½Π½Ρ‹Π΅, Π³Π΄Π΅ связи ΠΌΠ΅ΠΆΠ΄Ρƒ ΠΎΠ±ΡŠΠ΅ΠΊΡ‚Π°ΠΌΠΈ ΠΌΠ΅Π½ΡΡŽΡ‚ΡΡ со Π²Ρ€Π΅ΠΌΠ΅Π½Π΅ΠΌ: ΠΎΡ‚ прогнозирования Ρ‚Ρ€Π°Ρ„ΠΈΠΊΠ° Π΄ΠΎ эпидСмиологичСских ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ.

πŸ§‘β€πŸ’» ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΈΠΌΠ΅Π΅Ρ‚:
β€” Π“ΠΎΡ‚ΠΎΠ²Ρ‹Π΅ Ρ€Π΅Π°Π»ΠΈΠ·Π°Ρ†ΠΈΠΈ 15+ Π°Ρ€Ρ…ΠΈΡ‚Π΅ΠΊΡ‚ΡƒΡ€ ΠΈΠ· Π½Π°ΡƒΡ‡Π½Ρ‹Ρ… статСй
β€” ΠŸΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΊΠ° Π²Ρ€Π΅ΠΌΠ΅Π½Π½Ρ‹Ρ… срСзов Π΄Π°Π½Π½Ρ‹Ρ… ΠΈ распрСдСлённого обучСния Ρ‡Π΅Ρ€Π΅Π· Dask
β€” Π˜Π½Ρ‚Π΅Π³Ρ€Π°Ρ†ΠΈΡ с PyTorch Lightning для ΡƒΠ΄ΠΎΠ±Π½ΠΎΠΉ Ρ€Π°Π±ΠΎΡ‚Ρ‹ с GPU

Для старта достаточно pip install torch-geometric-temporal β€” Π² ΠΊΠΎΠΌΠΏΠ»Π΅ΠΊΡ‚Π΅ ΠΈΠ΄ΡƒΡ‚ датасСты ΠΏΠΎ эпидСмиологии, энСргСтикС ΠΈ Π²Π΅Π±-Ρ‚Ρ€Π°Ρ„ΠΈΠΊΡƒ.

πŸ€– GitHub

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πŸ’Ž PyTorch Geometric Temporal β€” ΠΏΡ€ΠΎΠ΅ΠΊΡ‚, Ρ€Π°ΡΡˆΠΈΡ€ΡΡŽΡ‰ΠΈΠΉ возмоТности PyTorch Geometric для Ρ€Π°Π±ΠΎΡ‚Ρ‹ с динамичСскими Π³Ρ€Π°Ρ„Π°ΠΌΠΈ. Π­Ρ‚ΠΎ спСциализированная Π±ΠΈΠ±Π»ΠΈΠΎΡ‚Π΅ΠΊΠ°, которая ΠΏΠΎΠΌΠΎΠ³Π°Π΅Ρ‚ Π°Π½Π°Π»ΠΈΠ·ΠΈΡ€ΠΎΠ²Π°Ρ‚ΡŒ Π΄Π°Π½Π½Ρ‹Π΅, Π³Π΄Π΅ связи ΠΌΠ΅ΠΆΠ΄Ρƒ ΠΎΠ±ΡŠΠ΅ΠΊΡ‚Π°ΠΌΠΈ ΠΌΠ΅Π½ΡΡŽΡ‚ΡΡ со Π²Ρ€Π΅ΠΌΠ΅Π½Π΅ΠΌ: ΠΎΡ‚ прогнозирования Ρ‚Ρ€Π°Ρ„ΠΈΠΊΠ° Π΄ΠΎ эпидСмиологичСских ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ.

πŸ§‘β€πŸ’» ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΈΠΌΠ΅Π΅Ρ‚:
β€” Π“ΠΎΡ‚ΠΎΠ²Ρ‹Π΅ Ρ€Π΅Π°Π»ΠΈΠ·Π°Ρ†ΠΈΠΈ 15+ Π°Ρ€Ρ…ΠΈΡ‚Π΅ΠΊΡ‚ΡƒΡ€ ΠΈΠ· Π½Π°ΡƒΡ‡Π½Ρ‹Ρ… статСй
β€” ΠŸΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΊΠ° Π²Ρ€Π΅ΠΌΠ΅Π½Π½Ρ‹Ρ… срСзов Π΄Π°Π½Π½Ρ‹Ρ… ΠΈ распрСдСлённого обучСния Ρ‡Π΅Ρ€Π΅Π· Dask
β€” Π˜Π½Ρ‚Π΅Π³Ρ€Π°Ρ†ΠΈΡ с PyTorch Lightning для ΡƒΠ΄ΠΎΠ±Π½ΠΎΠΉ Ρ€Π°Π±ΠΎΡ‚Ρ‹ с GPU

Для старта достаточно pip install torch-geometric-temporal β€” Π² ΠΊΠΎΠΌΠΏΠ»Π΅ΠΊΡ‚Π΅ ΠΈΠ΄ΡƒΡ‚ датасСты ΠΏΠΎ эпидСмиологии, энСргСтикС ΠΈ Π²Π΅Π±-Ρ‚Ρ€Π°Ρ„ΠΈΠΊΡƒ.

πŸ€– GitHub

@machinelearning_interview

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