jbergq Goto Github PK

awesome-mlops

A curated list of references for MLOps

awesomemlmath

Curated list to learn the math basics for machine learning

data-science-and-ml-projects

data-science-question-answer

A repo for data science related questions and answers

deep-learning-cheat-sheet

Tips and tricks to keep in mind when training deep learning models

deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

deep3dfacerecon_pytorch

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation.

deeplib

PyTorch ML library

ec2-utils

emoj-e

Stable diffusion fine-tuned to generate Slack emojis

gh-react

image-similarity-search

Insert image embeddings in vector database and search using approximate nearest neighbour

jbergq

Who am I?

keeping-up-with-machine-learning

A curated list of daily/weekly sources for staying up-to-date on machine learning and AI

lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

ml-project-template

model-deployment-fastapi

Personal project for learning how to deploy ML models using Flask

nlp-refresher

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

pic2react

Generate React code from picture of rendered component

python-mini-projects

A collection of simple python mini projects to enhance your python skills

python-pypi-template

Template for quickly creating a new Python project and publishing it to PyPI.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

sails-inverse-model

Generate views, models and controllers for SailsJS from MySQL, PostgreSQL and MongoDB

simple-diffusion-model

An implementation of a denoising diffusion probabilistic model using PyTorch Lightning

text-snippets-chrome-extension

training-synthetically

Can synthetic training data improve performance of other machine learning algorithms?

transformer-language-modeling

Notebook showing how to implement and train a transformer for language modeling

useful-custom-react-hooks

www.mlcompendium.com

The Machine Learning & Deep Learning Compendium is an open-source knowledge-sharing project compiled using Gitbook.