python-intermediate-development
"Intermediate Research Software Development Skills (Python)" Lesson Material
avalanche-lib
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
hyr-sense
NASA-SBG and NSF-ESIIL "HYR-SENSE: Hyperspectral and Thermal Remote Sensing for Environmental Justice" program. Participants will gain hands-on experience with hyperspectral and thermal imaging remote sensing technology and its applications for environmental justice issues.
optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
neutronics-workshop
A workshop covering a range of fusion relevant analysis and simulations with OpenMC, DAGMC, Paramak and other open source fusion neutronics tools
logfire-callback
A callback for logging training events from Hugging Face's Transformers to Logfire 🤗
ghosts
GHOSTS is a realistic user simulation framework for cyber experimentation, simulation, training, and exercise
https://github.com/bytedance/lightseq
LightSeq: A High Performance Library for Sequence Processing and Generation
https://github.com/bigscience-workshop/bigscience
Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.
https://github.com/alok-ai-lab/deepinsight3d_pkg
DeepInsight3D package to deal with multi-omics or multi-layered data
https://github.com/aidinhamedi/pneumonia-detection-ai
This project uses a deep learning model built with the TensorFlow Library to detect pneumonia in X-ray images. The model architecture is based on the EfficientNetB7 model, which has achieved an accuracy of approximately 97.12% (97.11538%) on our test data. This high accuracy rate is one of the strengths of our AI model.
sequencing-data-analysis-training
SIB course that introduces analysis of NGS data
first-steps-with-r-training
repository of the 2-day course "First steps with R in Life Sciences" from SIB-training
machine-learning-process
Machine Learning Process using the EO Application Package
https://github.com/bioconductor/bioconductor-training
Bioconductor teaching and education committee
agilerl
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.
asaca-automatic-speech-analysis-for-cognitive-assessment
The automatic system that can extract PRAAT-like speech features from raw speech wav files, and also can get low WER (<10) high quality transcriptions at the same time.
https://github.com/cemac/wcssp-fortis
ARCHIVED Repository for the WCSSP-FORTIS website - an access portal for the workshop training materials
supercon2
Staging-area for automatically collected experimental data for the SuperCon database with a curation interface with enhanced-document viewer and curation-ready interface
https://github.com/au-research/your-first-step-to-fair-archived
Overview of FAIR principles, including the easiest way to make a simple dataset FAIR
https://github.com/au-research/your-first-step-to-fair
Overview of FAIR principles, including the easiest way to make a simple dataset FAIR
containers-introduction-training
Course website "Docker and Singularity for reproducible research: getting started with containers"
ngs-variants-training
GitHub for the SIB courses NGS - Genome variant analysis
trainar
An interaction concept & visual scripting-based authoring tool for procedural Mobile (Android & iOS) Augmented Reality trainings.
asaca-automatic-speech-analysis-for-cognitive-assessment
Transform speech into cognitive assessments with ASACA. Achieve accurate predictions and low error rates using our end-to-end toolkit. 🚀🔧
jupyter-book-nfdi4biodiversity
Public repository for the Jupyter book (original repository: https://gitlab.hrz.tu-chemnitz.de/ioer/fdz/jupyter-book-nfdi4biodiversity) with training material on how to connect to the IOER Monitor API and the GBIF Database API to query and process spatial data.
drugresponseeval
Pipeline for testing drug response prediction models in a statistically and biologically sound way.
https://github.com/aidinhamedi/pytorch-img-classification-trainer-v2
This repository provides a robust and flexible framework for training image classification models using PyTorch. It's designed to be highly customizable and easy to use, allowing you to run experiments with different models, data augmentation techniques, and training configurations.
german-brazilian-newspapers-dataset_2
The GBN Dataset consists German-Brazilian historical newspapers, along with their digital and binarized images and ground truth files.
lesson-development-training
Collaborative Lesson Development Training curriculum
https://github.com/awslabs/mlmax
Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.
2021-01-08-coderefinery-online
Short workshop on Introduction to conda for (Data) Scientists
german-brazilian-newspapers-dataset_1
The GBN Dataset consists German-Brazilian historical newspapers, along with their digital and binarized images and ground truth files.
intro-bayesian-statistics-training
SIB course on bayesian statistics with applications using Rstan
atrium-page-classification
Classification of historical page images using ViT - for ATRIUM project