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πŸ™ ML-Notebooks β€” Π³ΠΎΡ‚ΠΎΠ²Ρ‹Π΅ Ρ€Π΅Ρ†Π΅ΠΏΡ‚Ρ‹ для изучСния машинного обучСния

Для Ρ‚Π΅Ρ…, ΠΊΡ‚ΠΎ ΠΏΡ€Π΅Π΄ΠΏΠΎΡ‡ΠΈΡ‚Π°Π΅Ρ‚ ΠΎΡΠ²Π°ΠΈΠ²Π°Ρ‚ΡŒ ML Π½Π° практичСских ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π°Ρ…, ΠΏΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΡ€Π΅Π΄Π»Π°Π³Π°Π΅Ρ‚ ΠΊΠΎΠ»Π»Π΅ΠΊΡ†ΠΈΡŽ минималистичных Jupyter-Π½ΠΎΡƒΡ‚Π±ΡƒΠΊΠΎΠ², ΠΎΡ‚ Π±Π°Π·ΠΎΠ²ΠΎΠΉ Π»ΠΈΠ½Π΅ΠΉΠ½ΠΎΠΉ рСгрСссии Π΄ΠΎ Ρ‚ΠΎΠ½ΠΊΠΎΠΉ настройки Mistral 7B Ρ‡Π΅Ρ€Π΅Π· QLoRA. ΠšΠ°ΠΆΠ΄Ρ‹ΠΉ ΠΏΡ€ΠΈΠΌΠ΅Ρ€ самодостаточСн: Π΅ΡΡ‚ΡŒ Ρ€Π΅Π°Π»ΠΈΠ·Π°Ρ†ΠΈΠΈ классичСских Π°Π»Π³ΠΎΡ€ΠΈΡ‚ΠΌΠΎΠ² с нуля, Ρ€Π°Π±ΠΎΡ‚Π° с трансформСрами ΠΈ Π΄Π°ΠΆΠ΅ Π³Π΅Π½Π΅Ρ€Π°Ρ‚ΠΈΠ²Π½Ρ‹Π΅ ΠΌΠΎΠ΄Π΅Π»ΠΈ.

Авторы сдСлали Π°ΠΊΡ†Π΅Π½Ρ‚ Π½Π° ΠΎΠ±Ρ€Π°Π·ΠΎΠ²Π°Ρ‚Π΅Π»ΡŒΠ½ΠΎΠΉ ΡΠΎΡΡ‚Π°Π²Π»ΡΡŽΡ‰Π΅ΠΉ: Π½ΠΎΡƒΡ‚Π±ΡƒΠΊΠΈ ΡΠΎΠΏΡ€ΠΎΠ²ΠΎΠΆΠ΄Π°ΡŽΡ‚ΡΡ пояснСниями ΠΈ ссылками Π½Π° Kaggle-сорСвнования. ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΠΎΠ»Π½ΠΎΡΡ‚ΡŒΡŽ Π³ΠΎΡ‚ΠΎΠ² ΠΊ Ρ€Π°Π±ΠΎΡ‚Π΅ Π² Codespaces β€” ΠΎΠΊΡ€ΡƒΠΆΠ΅Π½ΠΈΠ΅ с зависимостями разворачиваСтся Π² ΠΏΠ°Ρ€Ρƒ ΠΊΠ»ΠΈΠΊΠΎΠ².

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πŸ™ ML-Notebooks β€” Π³ΠΎΡ‚ΠΎΠ²Ρ‹Π΅ Ρ€Π΅Ρ†Π΅ΠΏΡ‚Ρ‹ для изучСния машинного обучСния

Для Ρ‚Π΅Ρ…, ΠΊΡ‚ΠΎ ΠΏΡ€Π΅Π΄ΠΏΠΎΡ‡ΠΈΡ‚Π°Π΅Ρ‚ ΠΎΡΠ²Π°ΠΈΠ²Π°Ρ‚ΡŒ ML Π½Π° практичСских ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π°Ρ…, ΠΏΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΡ€Π΅Π΄Π»Π°Π³Π°Π΅Ρ‚ ΠΊΠΎΠ»Π»Π΅ΠΊΡ†ΠΈΡŽ минималистичных Jupyter-Π½ΠΎΡƒΡ‚Π±ΡƒΠΊΠΎΠ², ΠΎΡ‚ Π±Π°Π·ΠΎΠ²ΠΎΠΉ Π»ΠΈΠ½Π΅ΠΉΠ½ΠΎΠΉ рСгрСссии Π΄ΠΎ Ρ‚ΠΎΠ½ΠΊΠΎΠΉ настройки Mistral 7B Ρ‡Π΅Ρ€Π΅Π· QLoRA. ΠšΠ°ΠΆΠ΄Ρ‹ΠΉ ΠΏΡ€ΠΈΠΌΠ΅Ρ€ самодостаточСн: Π΅ΡΡ‚ΡŒ Ρ€Π΅Π°Π»ΠΈΠ·Π°Ρ†ΠΈΠΈ классичСских Π°Π»Π³ΠΎΡ€ΠΈΡ‚ΠΌΠΎΠ² с нуля, Ρ€Π°Π±ΠΎΡ‚Π° с трансформСрами ΠΈ Π΄Π°ΠΆΠ΅ Π³Π΅Π½Π΅Ρ€Π°Ρ‚ΠΈΠ²Π½Ρ‹Π΅ ΠΌΠΎΠ΄Π΅Π»ΠΈ.

Авторы сдСлали Π°ΠΊΡ†Π΅Π½Ρ‚ Π½Π° ΠΎΠ±Ρ€Π°Π·ΠΎΠ²Π°Ρ‚Π΅Π»ΡŒΠ½ΠΎΠΉ ΡΠΎΡΡ‚Π°Π²Π»ΡΡŽΡ‰Π΅ΠΉ: Π½ΠΎΡƒΡ‚Π±ΡƒΠΊΠΈ ΡΠΎΠΏΡ€ΠΎΠ²ΠΎΠΆΠ΄Π°ΡŽΡ‚ΡΡ пояснСниями ΠΈ ссылками Π½Π° Kaggle-сорСвнования. ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΠΎΠ»Π½ΠΎΡΡ‚ΡŒΡŽ Π³ΠΎΡ‚ΠΎΠ² ΠΊ Ρ€Π°Π±ΠΎΡ‚Π΅ Π² Codespaces β€” ΠΎΠΊΡ€ΡƒΠΆΠ΅Π½ΠΈΠ΅ с зависимостями разворачиваСтся Π² ΠΏΠ°Ρ€Ρƒ ΠΊΠ»ΠΈΠΊΠΎΠ².

πŸ€– GitHub

@machinelearning_interview

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Two days after Russia invaded Ukraine, an account on the Telegram messaging platform posing as President Volodymyr Zelenskiy urged his armed forces to surrender. "Someone posing as a Ukrainian citizen just joins the chat and starts spreading misinformation, or gathers data, like the location of shelters," Tsekhanovska said, noting how false messages have urged Ukrainians to turn off their phones at a specific time of night, citing cybersafety. "There are several million Russians who can lift their head up from propaganda and try to look for other sources, and I'd say that most look for it on Telegram," he said. That hurt tech stocks. For the past few weeks, the 10-year yield has traded between 1.72% and 2%, as traders moved into the bond for safety when Russia headlines were uglyβ€”and out of it when headlines improved. Now, the yield is touching its pandemic-era high. If the yield breaks above that level, that could signal that it’s on a sustainable path higher. Higher long-dated bond yields make future profits less valuableβ€”and many tech companies are valued on the basis of profits forecast for many years in the future. On December 23rd, 2020, Pavel Durov posted to his channel that the company would need to start generating revenue. In early 2021, he added that any advertising on the platform would not use user data for targeting, and that it would be focused on β€œlarge one-to-many channels.” He pledged that ads would be β€œnon-intrusive” and that most users would simply not notice any change.
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