growlix
Making ML more efficient at @mosaicml. Former AI Resident at @facebookresearch. Empirical approaches to understanding and improving deep learning systems
MosaicML
Pinned Repositories
composer
library of algorithms to speed up neural network training
deduplicate-text-datasets
glmnet_matlab
glmnet for MATLAB, compiled for 64-bit Windows 10 and Mac OS systems
growlix.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
llm-foundry
LLM training code for MosaicML foundation models
morans_i
MATLAB Functions for computing two measures of spatial correlation: Moran's I, a measure of spatial autocorrelation, and the Mantel test, a correlation between physical distance and feature distance
single_directions_replication
Replicating Morcos et al.'s 2018 ICLR paper On the Importance of Single Directions for Generalization
spike-count-correlations
MATLAB tools for spike count and signal correlation analyses of neurophysiological data
streaming
A Data Streaming Library for Efficient Neural Network Training
growlix's Repositories
growlix/glmnet_matlab
glmnet for MATLAB, compiled for 64-bit Windows 10 and Mac OS systems
growlix/morans_i
MATLAB Functions for computing two measures of spatial correlation: Moran's I, a measure of spatial autocorrelation, and the Mantel test, a correlation between physical distance and feature distance
growlix/single_directions_replication
Replicating Morcos et al.'s 2018 ICLR paper On the Importance of Single Directions for Generalization
growlix/growlix.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
growlix/llm-foundry
LLM training code for MosaicML foundation models
growlix/spike-count-correlations
MATLAB tools for spike count and signal correlation analyses of neurophysiological data
growlix/streaming
A Data Streaming Library for Efficient Neural Network Training
growlix/composer
library of algorithms to speed up neural network training
growlix/deduplicate-text-datasets
growlix/examples
Fast and flexible reference benchmarks
growlix/lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
growlix/pytorch-i1k-baseline
Fork of references/classification for i1k baselines
growlix/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
growlix/svcca
growlix/sem-dedupe
Semantic Deduplication of ML Datasets
growlix/timm-rsb-baselines
Fork of timm intended for replicating ResNet Strikes Back
growlix/vissl-1
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
growlix/WM_BrainMap
Brain map of single-neuron studies examining working memory across macaque cortex, accompanying Leavitt et al., Trends in Neuroscience (2017)