Johannes Jestram's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
HackMyResume
Generate polished résumés and CVs in HTML, Markdown, LaTeX, MS Word, PDF, plain text, JSON, XML, YAML, smoke signal, and carrier pigeon.
Data-Science-Cheatsheet
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers
Conference-Acceptance-Rate
Acceptance rates for the major AI conferences
python-is-cool
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
resumake.io
📝 A website for automatically generating elegant LaTeX resumes.
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
course-gitbook
Full Stack Deep Learning Online Course
iot-inspector-client
IoT Inspector: capturing and analyzing your smart home network traffic
Self-Supervised-Learning-Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
grpc-js-typescript
Generate gRPC TypeScript definitions for use with gRPC (@grpc/grpc-js).
segmentation_pytorch
Simple image segmentation pipeline in pytorch, using HRNet and SegFormer models
heinrich-2021a
Resources for Heinrich et al., 2021
VodafoneStationSchwachesPasswort
Simple Tool to change the Password on a Vodafone Station even if it is market as weak
deep_generative_models
Repository of the paper Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models at ML4AD @ NeurIPS 2021.