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amortized-bayes

Closing the amortization gap in Bayesian deep generative models (A-VI vs F-VI) in PyTorch

conformer

Implementing automatic speech recognition Conformer in PyTorch on Librispeech-100

detnet-yolo

A PyTorch implementation of a DetNet like architecture for object detection on the PASCAL VOC 2007 dataset

fast-resnet

Implementing a fast ResNet model in PyTorch from scratch on CIFAR-10

gaussian-image

Implementing a neural network from scratch and in PyTorch to memorize an image

jordandeklerk

jordandeklerk.github.io

Personal Website

opencodeinterpreter-finetune-sql

Finetuning OpenCodeInterpreter-DS-6.7B for Text-to-SQL Code Generation on a Single A100 GPU

oraclecoder

A QLoRA+ LLM Ensemble with Schema-Linking for Text-to-SQL Generation

resnet

Implementing a ResNet model in PyTorch from scratch on CIFAR-10

resnet-finetune

Fine-Tuning a pre-trained ResNet 50 model on the Stanford Cars dataset

rotnet

Fine-tuning ResNet-18 for self-supervised learning by rotation prediction on CIFAR-10 in PyTorch

senet

Implementing a Squeeze and Excitation ResNet model in PyTorch from scratch on CIFAR-10

simple-gnn

A simple graph neural network for CORA node classification

starcoder2-finetune-code-completion

Finetuning Starcoder2-3B for Code Completion on a single A100 GPU

swinvit

Implementing a Swin Transformer model in PyTorch on CIFAR-10

vit

Implementing a vision transformer model in PyTorch on CIFAR-10