Key Takeaways from ICLR 2020 (with a Case Study on PyTorch vs. TensorFlow)
Introduction I had the pleasure of volunteering for ICLR 2020 last week. ICLR, short for International Conference on Learning Representations, is one of the …
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Build Your First Text Classification model using PyTorch
Overview Learn how to perform text classification using PyTorch Grasp the importance of Pack Padding feature Understand the key points involved while solving text …
Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images
Overview Image augmentation is a super effective concept when we don’t have enough data with us We can use image augmentation for deep learning …
4 Proven Tricks to Improve your Deep Learning Model’s Performance
Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk …
Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch
Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how transfer learning works using …
Build an Image Classification Model using Convolutional Neural Networks in PyTorch
Overview A hands-on tutorial to build your own convolutional neural network (CNN) in PyTorch We will be working on an image classification problem – …
A Beginner-Friendly Guide to PyTorch and How it Works from Scratch
Overview What is PyTorch? How can you get started with it from scratch? We’ll cover all of that in this article PyTorch is one …
5 Amazing Deep Learning Frameworks Every Data Scientist Must Know! (with Illustrated Infographic)
This article delves into 5 popular deep learning frameworks, their applications and how they compare against each other. A must-read for everyone!
Get Started with PyTorch – Learn How to Build Quick & Accurate Neural Networks (with 4 Case Studies!)
Learn what PyTorch is, how it works, and then get your hands dirty with 4 case studies. You’ll become quite nifty with PyTorch by the end of the article!
NVIDIA Open Sourced a Video-to-Video Translation Technique using PyTorch – and it is Super Impressive
NVIDIA’s researchers have pioneered and open sourced a technique that does video-to-video translation using PyTorch with impressive results.
