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followers: 5.0 following: 0.0 repos: 27.0 gists: 0.0

Name: WD

Type: User

Bio: Just Another Deep Learning Practitioner.

WD's Projects

cv-fcos

FCOS for object detection.

cv-object-detection

Object Detection codes written in Tensorflow and PyTorch.

cv-retinanet

Implementation of RetinaNet for object detection.

cv-vision-transformer

Transformers in Computer Vision.

mogrifier-lstm

Tensorflow Implementation of Mogrifier LSTM.

nlp-attention-free-transformer

An Attention Free Transformer without Self-Attention mechanism in PyTorch.

nlp-bert-downsampled

BERT model with downsampling to allow a longer sequence to be processed.

nlp-bert-retrieval

Document Retrieval using BERT.

nlp-cnn-gpt

CNN with Attention Mechanism for NLP.

nlp-compressive-transformer

Implementation of Compressive Transformer.

nlp-gpt-fairytale

Fairytale text generation using mini GPT architecture.

nlp-gpt-ood

Out-of-Distribution detection using GPT model for NLP.

nlp-gpt-resume-generation

Train an NLP model using GPT architecture from scratch to generate resumes.

nlp-gpt-upsampling

Modified GPT using average pooling to reduce the softmax attention memory constraints.

nlp-luna

Implementation of Linear Unified Nested Attention.

nlp-palm

Training Language Models using PaLM.

nlp-performer

The Performer model for Transformer networks.

nlp-primer

Implementation of Primer: Searching for Efficient Transformers for Language Modeling.

nlp-seq-cnn

Sequence CNN network inspired by the WaveNet architecture written in both Tensorflow and PyTorch.

nlp-transformer

Implementation of Transformer, BERT and GPT models in both Tensorflow 2.0 and PyTorch.

nlp-transformer-vae

Implementation of VAE on Transformer network.

nlp-transformer-xl

Implementation of Transformer-XL in Tensorflow 2.0.

programming-assignments

Programming Assignments for Job Applicants/Interns etc.

red-dragon-ai-course-advanced-cv-assignment

Codes and write-up for Red Dragon AI Advanced Computer Vision course.

red-dragon-ai-course-advanced-nlp-assignment

Codes and write-up for Red Dragon AI Advanced NLP Course.

red-dragon-ai-course-jump-start-workshop

Jupyter notebook and codes for the Red Dragon AI Jump Start Course.

wongnai-review-classifier

Wongnai reviews classifier model using BERT and GPT models in Tensorflow 2.

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