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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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The regulator said it had received information that messages containing stock tips and other investment advice with respect to selected listed companies are being widely circulated through websites and social media platforms such as Telegram, Facebook, WhatsApp and Instagram. Overall, extreme levels of fear in the market seems to have morphed into something more resembling concern. For example, the Cboe Volatility Index fell from its 2022 peak of 36, which it hit Monday, to around 30 on Friday, a sign of easing tensions. Meanwhile, while the price of WTI crude oil slipped from Sunday’s multiyear high $130 of barrel to $109 a pop. Markets have been expecting heavy restrictions on Russian oil, some of which the U.S. has already imposed, and that would reduce the global supply and bring about even more burdensome inflation. He floated the idea of restricting the use of Telegram in Ukraine and Russia, a suggestion that was met with fierce opposition from users. Shortly after, Durov backed off the idea. "The result is on this photo: fiery 'greetings' to the invaders," the Security Service of Ukraine wrote alongside a photo showing several military vehicles among plumes of black smoke. What distinguishes the app from competitors is its use of what's known as channels: Public or private feeds of photos and videos that can be set up by one person or an organization. The channels have become popular with on-the-ground journalists, aid workers and Ukrainian President Volodymyr Zelenskyy, who broadcasts on a Telegram channel. The channels can be followed by an unlimited number of people. Unlike Facebook, Twitter and other popular social networks, there is no advertising on Telegram and the flow of information is not driven by an algorithm.
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