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Wesley Williams's Projects

awesome-wasm icon awesome-wasm

😎 Curated list of awesome things regarding WebAssembly (wasm) ecosystem.

benchmark_eval icon benchmark_eval

A fork of the Benchmark Evaluation of Protein-Protein Interaction Prediction Algorithms paper's code. It has a good implementation of many of the machine learning PPI predicting papers.

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

clip icon clip

Contrastive Language-Image Pretraining

deep-rl-class icon deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

deepvhppi icon deepvhppi

Motif Transformers for Predicting Protein-Protein Interactions Between a Novel Virus and Humans

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

llmsurvey icon llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

magika icon magika

Detect file content types with deep learning

monkey_caput icon monkey_caput

Custom PyTorch model (VGG-16 Auto-Encoder) and custom criterion (Local Aggregation) for image clustering. The repo contains elaborated creation of fungi image data using factory method.

pretraining-bert icon pretraining-bert

Pre-train BERT from scratch, with HuggingFace. Accompanies the blog post: sidsite.com/posts/bert-from-scratch

primergpt icon primergpt

A tiny GPT model for generating primers, UMI and UDI adapters for Illumina sequencing.

provis icon provis

Official code repository of "BERTology Meets Biology: Interpreting Attention in Protein Language Models."

recreating_ml icon recreating_ml

A repository of machine learning from scratch implementations with explanations of how they are built and work.

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