jpmcd Goto Github PK

alamo

datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deconvolution2d

Package comprising code for "A Sampling Theorem for Deconvolution in Two Dimensions"

fastgauss

Fast Gauss Transform

hpc15-hw1

HW1: Jacobi iteration solver using MPI for simple Poisson Equation

hpc15-hw2

HW2: MPI implementation of SampleSort (plus MPI bug problems)

hpc15-hw3

HW3: Jacobi Iteration solver using OpenMP on simple Poisson equation

hpc15-hw4

HW4: blurring convolution filter on image using OpenCL

hpc15-parallelboosting

Parallelizing Adaboost in C

jiant-v1-legacy

josephpmcdonald.github.io

jpmcd.github.io

Webpage

llama

llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

ml15hw3-sentimentanalysis

Movie review sentiment analysis using PEGASOS subgradient descent. Data is polarity dataset v2.0 at www.cs.cornell.edu/People/pabo/movie%2Dreview%2Ddata/

mlf-hw3-adaboost

HW3 - AdaBoost using stumps

optimaltransport

Data-driven optimal transport

physionet

spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

stat-nlp-nyu

Statistical Natural Language Processing at NYU

teaching-examples

Examples for use in teaching HPSC workflows, from how to successfully parallelize code, to how to submit that code on an HPC system.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-knowledgedistillation

Knowledge Distillation with CIFAR10

tensorflowsentiment

Sentiment analysis in TensorFlow, and tutorials from TensorFlow page

test

Sandbox repo for broken things

vowpal-wabbit-works

playing with vowpal wabbit