How To Speed Up Your Grid Search 60x
Author(s): Optumi Originally published on Towards AI. Includes an example notebook and dataset Photo by William Chiesurin on Unsplash Example notebook For this article, we will use a notebook called GridSearchCV, created using code from a post on the website GeeksforGeeks. We …
MITACS Globalink Research Internship | How to get one?
Author(s): Raman Jha Originally published on Towards AI. MITACS Globalink Research Internship U+007C How to get one? Mitacs Globalink Research Internship Let me introduce myself first. Hey there, I am Raman Jha, a junior year Bachelor of Engineering student at D Y …
Step-3: Designing the CNN model architecture
Author(s): Abhinav Bandaru Originally published on Towards AI. Hand Cricket Simulation Using CNN and OpenCV I have been wanting to work on this for a long time. Growing up, Hand Cricket was one of my favorite games and I feel like this …
These Are the Two Main Types of Adversarial Attacks in Neural Networks
Author(s): Jesus Rodriguez Originally published on Towards AI. Black-box and white-box attacks are the two types of adversarial attacks that ML engineers should understand. This member-only story is on us. Upgrade to access all of Medium. Source: https://bdtechtalks.com/2020/12/07/vonenet-neurscience-inspired-deep-learning/ I recently started an …
AI Researchers Are Constantly Trying To Recreate These Cognitive Functions of the Human Brain
Author(s): Jesus Rodriguez Originally published on Towards AI. Attention, memory, imagination, inference, and continual learning are cognitive functions of the human brain that are at the forefront of AI research. This member-only story is on us. Upgrade to access all of Medium. …
Uber Uses This Framework for Rapid ML Development
Author(s): Jesus Rodriguez Originally published on Towards AI. PyML is a framework that allows the rapid development of ML models compatible with Uber’s infrastructure. This member-only story is on us. Upgrade to access all of Medium. Image Credit: Uber I recently started …
Create Indonesian Recipe Generator by Fine-tuning T5, BART, and GPT-2
Author(s): Haryo Akbarianto Wibowo Originally published on Towards AI. An Indonesian recipe generator Deep Learning model trained by fine-tuning pre-trained models such as T5, BART, and GPT-2 Preview Image is from Unsplash by Brooke Lark Hello Everyone! Welcome to my first technical …
Backtesting Machine Learning Models the Uber Way
Author(s): Jesus Rodriguez Originally published on Towards AI. The architecture is used to regularly back-test hundreds of forecasting models at Uber. This member-only story is on us. Upgrade to access all of Medium. Image Credit: Uber I recently started an AI-focused educational …
Here’s a Little Secret:
Author(s): Ricky Costa Originally published on Towards AI. Photo by Rishabh Pandoh on Unsplash Sparse Transformers U+007C A Demo How fast can BERT go with sparsity? If you want to analyze how fast 19 sparse BERT models perform inference, you’ll only need …
Transformers: What Are They and How Can I Make One?
Author(s): Jonty Haberfield Originally published on Towards AI. A simple summary of Transformers for NLP tasks, and a guide to making a Transformer for text generation with PyTorch. This member-only story is on us. Upgrade to access all of Medium. Photo by …
Face Recognition Algorithms With 2 Different Methods
Author(s): Gencay I. Originally published on Towards AI. Finding Faces This member-only story is on us. Upgrade to access all of Medium. Image by Author Computer vision is copied form of human vision capability with the support of computer technology & algorithms …
Understanding the problem and background
Author(s): Himanshu Pareek Originally published on Towards AI. Sound and Acoustic patterns to diagnose COVID [Part 1] Link to Part 2 of this case study Link to Part 3 of this case study In this case study, we will attempt to build …
9 Lessons From the Tesla AI Team
Author(s): Gary Chan Originally published on Towards AI. Top highlight What contributes to the success of Tesla, and what you can do While OpenAI is famous for its success in NLP and DeepMind is well known for RL and decision making, Tesla …
Linear Regression With PyTorch in Python
Author(s): Amit Chauhan Originally published on Towards AI. Deep Learning framework for Machine Learning applications This member-only story is on us. Upgrade to access all of Medium. Photo by Emile Perron on Unsplash In this article, we will create a linear regression …
VQ-GAN & Transformer — Taming Transformers for High-Resolution Image Synthesis: Synopsis
Author(s): Rohan Wadhawan Originally published on Towards AI. Summary This post summarizes the work “Taming Transformers for High-Resolution Image Synthesis” by Patrick Esser, Robin Rombach, and Björn Ommer. It highlights the key take-home messages, the scope of improvement, and the applications of …
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