Jonathan Bergqvist's repositories
simple-diffusion-model
An implementation of a denoising diffusion probabilistic model using PyTorch Lightning
image-similarity-search
Insert image embeddings in vector database and search using approximate nearest neighbour
awesome-mlops
A curated list of references for MLOps
awesomeMLmath
Curated list to learn the math basics for machine learning
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.
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. ⚡🔥⚡
model-deployment-fastapi
Personal project for learning how to deploy ML models using Flask
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
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
www.mlcompendium.com
The Machine Learning & Deep Learning Compendium is an open-source knowledge-sharing project compiled using Gitbook.