In this video I show an example of how to specify custom weight initialization for a simple network.

Pytorch init docs:
https://pytorch.org/docs/stable/nn.init.html


People often ask what courses are great for getting into ML/DL and the two I started with is ML and DL specialization both by Andrew Ng. Below you'll find both affiliate and non-affiliate links if you want to check it out. The pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
ML Course (affiliate): https://bit.ly/3qq20Sx
DL Specialization (affiliate): https://bit.ly/30npNrw
ML Course (no affiliate): https://bit.ly/3t8JqA9
DL Specialization (no affiliate): https://bit.ly/3t8JqA9

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PyTorch Playlist:
https://www.youtube.com/playli....st?list=PLhhyoLH6Ijf

Play, save & stream 4K movie videos free on PC with 5KPlayer:
https://www.5kplayer.com/video....-music-player/index.

-----------------------
I DO NOT OWN THIS CLIP
All rights owned by Universal Pictures
https://www.youtube.com/universalpictures

A disgraced ex-boxer attempts to make his two sons champion boxers in order to clear his name. One son agrees with this goal, but the other does not, causing family conflicts.

Movie:- Apne (2007) | अपने
Starcast:- Dharmendra, Sunny Deol, Bobby Deol, Shilpa Shetty, Katrina Kaif, Kirron Kher
Directed by:- Anil Sharma
Produced by:- Sangeeta Ahir
Music by:- Himesh Reshammiya

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Zebra’s Deep Learning OCR Tool on the VS Camera Lineup is an incredible strong algorithm that works great on difficult to read low contrast characters. Setting up a job can be a tedious and time-consuming task, but with Aurora’s intuitive and user-friendly interface, it’s easy to setup, deploy and save time. Learn More: https://bit.ly/3BfJG5V

Easy natural language generation with Transformers and PyTorch. We apply OpenAI's GPT-2 model to generate text in just a few lines of Python code.

Language generation is one of those natural language tasks that can really produce an incredible feeling of awe at how far the fields of machine learning and artificial intelligence have come.

GPT-1, 2, and 3 are OpenAI’s top language models — well known for their ability to produce incredibly natural, coherent, and genuinely interesting language.

In this article, we will take a small snippet of text and learn how to feed that into a pre-trained GPT-2 model using PyTorch and Transformers to produce high-quality language generation in just eight lines of code. We cover:

PyTorch and Transformers
- Data
Building the Model
- Initialization
- Tokenization
- Generation
- Decoding
Results

🤖 70% Discount on the NLP With Transformers in Python course:
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Medium Article:
https://towardsdatascience.com..../text-generation-wit

Friend Link (free access):
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Thumbnail background by gustavo centurion on Unsplash
https://unsplash.com/photos/O6fs4ablxw8

家入レオ
Digital Single「嘘つき｣（Music Video）
https://jvcmusic.lnk.to/usotsuki

Director : Hiroshi Usui
Director of Photography : Yousuke Omori
Lighting Director : Tatsuya Ishigaki(DOME)
Producer : Koichiro Nogawa(ZINC)
Ryo Nagai(ZINC)
Production : ZINC
Cast : Mucchan(ANIMAL PRO.CORPORATION)


7th Album「Naked」　2023.02.15 Release
【初回限定盤A：CD +DVD】　VIZL-2146　￥5,500（税込）
【初回限定盤B：CD＋DVD】　VIZL-2147　￥4,620（税込）
【通常盤：CD】　VICL-65773　￥3,300（税込）
【ビクターオンラインストア限定盤：CD】 NZS-905　¥4,180（税込）　※10インチ紙ジャケット仕様

【初回限定盤A】
＜CD＞
1. Winter
作詞：家入レオ・Kanata Okajima　作曲：久保田真悟(Jazzin'park)・家入レオ　編曲：久保田真悟(Jazzin'park)

2. 悩みたいだけ
作詞：家入レオ　作曲：久保田真悟(Jazzin'park)・家入レオ　編曲：久保田真悟(Jazzin'park)

3. レモンソーダ
作詞：家入レオ　作曲：須藤優・家入レオ　編曲：須藤優

4. I don’t like you
作詞：家入レオ・Kanata Okajima　作曲：久保田真悟(Jazzin'park)・栗原暁(Jazzin'park)　編曲：久保田真悟(Jazzin'park)

5. 奇跡が足りない
作詞：家入レオ・Kanata Okajima　作曲：久保田真悟(Jazzin'park)・家入レオ・Kanata Okajima　編曲：久保田真悟(Jazzin'park)

6. 嘘つき
作詞：家入レオ・石崎光　作曲・編曲：石崎光

7. Pain
作詞：家入レオ　作曲・編曲：新井弘毅

8. Hikari
作詞：家入レオ・Maika Loubté　作曲・編曲：Maika Loubté

9. 愛は鎖じゃない
作詞：家入レオ　作曲・編曲：新井弘毅

10. 君に未練はないけど、恋に未練がある
作詞：家入レオ・栗原暁(Jazzin'park)　作曲：久保田真悟(Jazzin'park)・家入レオ　編曲：久保田真悟(Jazzin'park)

11. かわいい人
作詞：下村亮介・家入レオ　作曲・編曲：下村亮介

12. Boyfriend
作詞・作曲：家入レオ　編曲：宗本康兵

＜DVD＞
“Billboard Live 〜10th Anniversary〜”を完全収録
花束／a boy／Second Dream／この世界で／Silly／未完成／奇跡が足りない／ずっと、ふたりで／Spark／サブリナ／空と青／Hello

【初回限定盤B】
＜CD＞
初回限定盤A＜CD＞と同内容

＜DVD＞
“Music Video集”
レモンソーダ(Music Video)／Pain(Music Video) ／Pain(Music Video -Another Version-)
かわいい人(Music Video) ／嘘つき(Music Video)／Winter(Music Video) ／嘘つき(Making Movie)／Winter(Making Movie)

【通常盤】
＜CD＞
初回限定盤A＜CD＞と同内容

【ビクターオンラインストア限定盤】※10インチ紙ジャケット仕様
＜CD＞
初回限定盤A＜CD＞と同内容

＜GOODS＞
「Naked」オリジナルカレンダーポスター（720mm×480mmサイズ）

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Why learn Blockchain?
Blockchain technology is Satoshi Nakamoto's brainchild, enabling digital information to be distributed. A network of computing nodes makes up the Blockchain. Durability, robustness, success rate, transparency, and incorruptibility are some of the enticing characteristics of Blockchain. By design, Blockchain is a decentralized technology which is used by a global network of the computer to manage Bitcoin transactions easily. Many new business applications will result in the usage of Blockchain such as Crowdfunding, smart contracts, supply chain auditing, Internet of Things(IoT), etc.

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9. Design Hyperledger Fabric Composer Business Network 10.
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🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

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About the Webinar
Are you interested in a high-paying career in data science? If so, this webinar is for you! Join us for a live webinar with Greg White, PwC, where he’ll unpack the ins and outs of the field, including job opportunities, skills needed, and how to get started.

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✅ Greg White, PwC
✅ 30 years of industry experience
✅ Expert in Big Data & Hadoop, Data Science and AI, and Cloud Computing
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This Data Analytics Program is ideal for all working professionals and prior programming knowledge is not required. It covers topics like data analysis, data visualization, regression techniques, and supervised learning in-depth via our applied learning model with live sessions by leading practitioners and industry projects.

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