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aitextgen

A robust Python tool for text-based AI training and generation using GPT-2.

alternate_stream

Implementations of ephemeral streams UNet for alternative hardwares, SambaNova and Cerebras.

cath_funfam_api

Pythonic API to access CATH sequence search functionality

cross_framework_hpo

Exploration of cross framework model divergence through hyperparameter optimization

cross_framework_hpo_website

Website for hosting cross framework hpo data.

cross_framework_mnist

Parameter sweeps for MNIST - cross framework testing.

crossedwires

Python package and documentation to access CrossedWires dataset.

data-analysis-final-project

My final project for Applied Data Analysis Spring 2020

deepspeed_no_mca

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

ephemeral_streams_code

Code for developing deep learning identification of ephemeral streams in high res aerial imagery.

examples

TensorFlow examples

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

gene_transformer_tune

genegan

hyper_resilient_experiments

Project for testing integration between hyperspace tuning and framework model resiliency.

hyperslurm

Hyperparameter optimization using individual slurm jobs

hyperspace

Distributed Bayesian Optimization

maxzvyagin.github.io

My personal site.

mdlearn

Machine learning for molecular dynamics

mine-pytorch

Mutual Information Neural Estimation in Pytorch

mpcs50101-2023-summer-finalproject-nsherrard

mutate_msa

Mutation and MSA generations for AlphaFold adversarial attacks.

openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

resilient_alexnet

retinal_seg

sc20-gb-cs1-thetagpu-ai-driven-md

Stream-AI-MD: Streaming AI-driven Adaptive Molecular Simulations

spaceray

Integration of HyperSpace with Ray Tune hyperparameter search functionality.

thermonucleotideblast

Searching DNA/RNA sequence databases with PCR and/or probe queries