Pinned Repositories
aficionado
Aficionado is an assistive audit automation agent. Use it to write control descriptions based on narratives or process documents, draft test procedures based on SOPs or implementation code, or ask questions about processes and systems.
assure-md-platform
Assure Markdown Platform is a Python-esque scripting language, IDE and plugin-based architecture to rapidly accelerate audit assurance work.
code_summarization
Experiments with LLM-based code summarization using few-shot learning for use in technical audits.
latent_language
Exploration of latent mappings between noisy text and images / concepts in generative image models.
MurGen
GAN using GraphDTA binding affinity as loss to predict small molecules that bind to an allosteric pocket in MurD. Entrant to #openscience competition: https://github.com/opensourceantibiotics/murligase/issues/69
pss
Using predicted protein structure data from DeepMind's AlphaFold to explore structural similarities among all 23K+ proteins in the human proteome.
start_with_bloom
Bloom is a new multi-lingual LLM (Large Language Model) from BigScience, a Hunggingface-hosted open collaboration with hundreds of researchers and institutions around the world. This repo contains a notebook and configuration scripts to get started with the basics of text generation using Bloom's 1.3B parameter pre-trained model.
ucb-w207-applied-ml
Code and documents for UC Berkeley MIDS program course w207-Applied-Machine-Learning
dptrsa-300's Repositories
dptrsa-300/start_with_bloom
Bloom is a new multi-lingual LLM (Large Language Model) from BigScience, a Hunggingface-hosted open collaboration with hundreds of researchers and institutions around the world. This repo contains a notebook and configuration scripts to get started with the basics of text generation using Bloom's 1.3B parameter pre-trained model.
dptrsa-300/code_summarization
Experiments with LLM-based code summarization using few-shot learning for use in technical audits.
dptrsa-300/aficionado
Aficionado is an assistive audit automation agent. Use it to write control descriptions based on narratives or process documents, draft test procedures based on SOPs or implementation code, or ask questions about processes and systems.
dptrsa-300/assure-md-platform
Assure Markdown Platform is a Python-esque scripting language, IDE and plugin-based architecture to rapidly accelerate audit assurance work.
dptrsa-300/latent_language
Exploration of latent mappings between noisy text and images / concepts in generative image models.
dptrsa-300/MurGen
GAN using GraphDTA binding affinity as loss to predict small molecules that bind to an allosteric pocket in MurD. Entrant to #openscience competition: https://github.com/opensourceantibiotics/murligase/issues/69
dptrsa-300/pss
Using predicted protein structure data from DeepMind's AlphaFold to explore structural similarities among all 23K+ proteins in the human proteome.
dptrsa-300/ucb-w207-applied-ml
Code and documents for UC Berkeley MIDS program course w207-Applied-Machine-Learning