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A Minimal Agent to Explore Mimic-III Dataset
Building a Framework-Free SQL Agent for Exploring MIMIC-III Medical Data with Vector-Based Query Retrieval. -
Distill TotalSegmentator with Monai and Keras 3
Distilling TotalSegmentator using Monai with Keras 3's PyTorch backend. -
Mask Your User Tokens
While finetuning your llm on conversational datasets you should ignore the user tokens! -
Extractive Question Answering with Generative Models
How to ensure your LLM generates answers as direct substrings from a given context, avoiding hallucination -
Understand Diffusion Models with VAEs
In this post, I aim to provide a simplified understanding of diffusion models by drawing parallels with variational autoencoders (VAEs). -
Interpretable ECG Classification With 1D Vision Transformer
Interpretable ECG Classification With 1D Vision Transformer -
SimCLR Multi GPU with Tensorflow
Implement SimCLR on multiple gpus -
Mini CI/CD for Personal ML Projects
Add github-actions to your ML project to improve code quality and automate (FastAPI) aws deployment. -
Controllable Generation with Fixed GANs
Controll the facial features of a fake image generated by a fixed WGAN only by moving around the latent space in the right direction. -
Movie Recommender from Spark 3.0.0 to Elasticsearch
Train and serve a movie recommender using spark 3.0.0 mllib, factorization machines and elasticsearch -
Deepfood - Image Retrieval System in Production
Build and deploy a food image retrieval system with pytorch, annoy, starlette and AWS Elastic Beanstalk -
Movie Recommender from Pytorch to Elasticsearch
Train and serve a movie recommender from scratch using movielens, pytorch, factorization machines and elasticsearch