Maciej Domagała's repositories
aim
Aim — a super-easy way to record, search and compare 1000s of ML training runs
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
aphantasia
CLIP+FFT text-to-image
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
AWS-Certified-Machine-Learning-Specialty-MLS-C01-Certification-Guide
AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide, published by Packt
Ax
Adaptive Experimentation Platform
clip-glass
Repository for "Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search"
conformer
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
datasets
🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools
deep-daze
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network)
halonet-pytorch
Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones
MoCoGAN-HD
[ICLR 2021 Spotlight] A Good Image Generator Is What You Need for High-Resolution Video Synthesis
nara_wpe
Different implementations of "Weighted Prediction Error" for speech dereverberation
pandas_exercises
Practice your pandas skills!
pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Ranger21
Ranger deep learning optimizer rewrite to use newest components
rerunner-jupiter
Extension for Junit 5. Re-run failed JUnit tests immediately.
StemGNN
Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
TimeSformer-pytorch
Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
TorchDrift
Drift Detection for your PyTorch Models
torchtyping
Type annotations and dynamic checking for a tensor's shape, dtype, names, ...
tsai
Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
vscode-gitlens
Supercharge the Git capabilities built into Visual Studio Code — Visualize code authorship at a glance via Git blame annotations and code lens, seamlessly navigate and explore Git repositories, gain valuable insights via powerful comparison commands, and so much more