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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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Among the actives, Ascendas REIT sank 0.64 percent, while CapitaLand Integrated Commercial Trust plummeted 1.42 percent, City Developments plunged 1.12 percent, Dairy Farm International tumbled 0.86 percent, DBS Group skidded 0.68 percent, Genting Singapore retreated 0.67 percent, Hongkong Land climbed 1.30 percent, Mapletree Commercial Trust lost 0.47 percent, Mapletree Logistics Trust tanked 0.95 percent, Oversea-Chinese Banking Corporation dropped 0.61 percent, SATS rose 0.24 percent, SembCorp Industries shed 0.54 percent, Singapore Airlines surrendered 0.79 percent, Singapore Exchange slid 0.30 percent, Singapore Press Holdings declined 1.03 percent, Singapore Technologies Engineering dipped 0.26 percent, SingTel advanced 0.81 percent, United Overseas Bank fell 0.39 percent, Wilmar International eased 0.24 percent, Yangzijiang Shipbuilding jumped 1.42 percent and Keppel Corp, Thai Beverage, CapitaLand and Comfort DelGro were unchanged.

At a time when the Indian stock market is peaking and has rallied immensely compared to global markets, there are companies that have not performed in the last 10 years. These are definitely a minor portion of the market considering there are hundreds of stocks that have turned multibagger since 2020. What went wrong with these stocks? Reasons vary from corporate governance, sectoral weakness, company specific and so on. But the more important question is, are these stocks worth buying?

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