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imageqa-san

code for Stacked attention networks for image question answering

jarvis

Sentiment Analysis

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kaggle

kfserving

Serverless Inferencing on Kubernetes

kind

Kubernetes IN Docker - local clusters for testing Kubernetes

kubeflow

Machine Learning Toolkit for Kubernetes

lungcancerdetection

https://www.kaggle.com/c/data-science-bowl-2017

maxtext

A simple, performant and scalable Jax LLM!

megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

ml-experiments

Repository for code experiment samples for writing.

ml-ops-patterns

Exploration of MLOps Patterns using Vertex-AI

ml-testing-accelerators

Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)

mlops-labs

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

models

Models built with TensorFlow

myhdl

The MyHDL development repository

petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

pipelines

Machine Learning Pipelines for Kubeflow

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

rlax

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

sample-pipeline

Example Pipeline Code

scalablemachinelearning

Some exercises from coursework

serve

Model Serving on PyTorch

serving

A flexible, high-performance serving system for machine learning models

siriwave

The Apple® Siri wave-form replicated in a JS library.

t5x