Sahil Sheikh·Oct 30, 2024Next-Generation Time Series Forecasting for High-Frequency Data: A Deep Dive into N-HITSTime series forecasting is one of those tasks that can quickly turn from intriguing to frustrating, especially when the data is noisy or…
Sahil Sheikh·Oct 22, 2024Mastering Volatility Forecasting with GARCH Models: A Deep Dive into Financial Market DynamicsHow Advanced GARCH Models, Including EGARCH, Can Improve Your Stock Market Predictions and Risk Management StrategiesA response icon4A response icon4
Sahil Sheikh·May 11, 2024Link Prediction in GNNs Made Easy- Deep Graph Library (DGL)I have worked on a few GNN projects before in which I have used Neo4j’s Graph Data Science Library and PyTorch Geometric. Recently I came…A response icon1A response icon1
Sahil Sheikh·Jul 3, 2023Fine-Tuning Language Models using FastAIIf you have ever tried to fine-tune a transformers based model like GPT2, you must have come across a lot of challenges like I did. Whether…A response icon1A response icon1
Sahil Sheikh·May 1, 2023Exploring SageConv: A Powerful Graph Neural Network ArchitectureGraph Neural Networks (GNNs) are a class of deep learning models that are designed to operate on graph-structured data. They have shown…A response icon1A response icon1
Sahil Sheikh·Apr 21, 2023Recommendation System using Knowledge Graphs and Machine LearningFor the past couple of weeks I have been working on a project for a client. They wanted a product recommendation system for their customers…A response icon1A response icon1
Sahil Sheikh·Feb 25, 2023Building and Training Deep Learning Models Faster with PyTorch LightningBeing a research enthusiast and a PyTorch lover (sorry Tensorflow), I have always loved using the PyTorch library for my Deep Learning…
Sahil Sheikh·Feb 11, 2023Unleashing Creativity with Muse: The Cutting-Edge Text-to-Image Generation ModelMeet Muse — the next-generation Text-to-Image Transformer AI model that’s changing the game! With its use of discrete tokens and…
Sahil Sheikh·Feb 5, 2023Revolutionizing Video Editing with AI (Text2Live paper explained)Being a content creator, I’ve always wondered if there exists a way through which we can quickly edit videos the way we want, just by…
Sahil Sheikh·Jan 28, 2023Unsupervised Image-to-Image translation (FUNIT paper explained)Have you ever tried to solve an image translation (converting an image from one category to another) problem in your computer vision…
