Andreas Fehlner

Book about interpretable machine learning

A Temporal Extension Library for PyTorch Geometric

🌊 Online machine learning in Python

Plotting functions for visualisation of data analysis results from the hoggorm package.

Open standard for machine learning interoperability

Explorative multivariate statistics in Python

LaTeX packages to create ZUGFeRD/Faktur-X invoices

Visualkeras is a package to help visualize Keras neural network architectures.

Download pictures (or videos) along with their captions and other metadata from Instagram.

ONNXMLTools enables conversion of models to ONNX

qpdf: A content-preserving PDF document transformer

A tool to convert EBM models to ONNX

OSS-Fuzz - continuous fuzzing for open source software.

nanobind: tiny and efficient C++/Python bindings

This repository defines the intake process for open-source projects seeking to become officially hosted under the PyTorch Foundation, an umbrella foundation within the Linux Foundation.

A next generation Python CMake adaptor and Python API for plugins

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

A Python library for efficient Bayesian modeling with deep learning

The easiest way to get started with LlamaIndex

Abseil Common Libraries (Python)

Simplify your onnx model

Speech-to-text, text-to-speech, speaker diarization, speech enhancement, source separation, and VAD using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, HarmonyOS, Raspberry Pi, RISC-V, RK NPU, Axera NPU, Ascend NPU, x86_64 servers, websocket server/client, support 12 programming languages

Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

Installer of TeX Live - for issues please contact the tex-live mailing list at tug.org

A conda-smithy repository for tf2onnx.

Repository for ONNX working group artifacts

PyTorch Technical Advisory Council

A Toolkit to Help Optimize Onnx Model

Design of experiments for Python

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OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

Quickly check whether there is a visible difference between two PDFs.

A stand-alone implementation of several NumPy dtype extensions used in machine learning.

Model interpretability and understanding for PyTorch

Track and predict the energy consumption and carbon footprint of training deep learning models.

A public place for all platform sample projects.

Calibration of Convolutional Neural Networks

A central repository to keep track of the status of work on and support for free-threaded CPython (see PEP 703), with a focus on the scientific and ML/AI ecosystem

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

A profiling and performance analysis tool for TensorFlow

To create a password encrypted zip file in python.

The dependency-check gradle plugin is a Software Composition Analysis (SCA) tool that allows projects to monitor dependent libraries for known, published vulnerabilities.

Generate your SBOM with CMake.

A py.test plugin to validate Jupyter notebooks

The fre:ac audio converter project

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The chocolatey Package for TeXLive

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Pytorch implementation of the Power Spherical distribution

Perun is a Python package that measures the energy consumption of you applications.

Language-agnostic SLSA provenance generation for Github Actions

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Jupyter protocol client APIs

RE2 is a fast, safe, thread-friendly alternative to backtracking regular expression engines like those used in PCRE, Perl, and Python. It is a C++ library.

My clone repository

Deep universal probabilistic programming with Python and PyTorch

Example project showing how to use PlantUML and embed UML diagrams into a GitHub markdown

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Fast & Simple Resource-Constrained Learning of Deep Network Structure

Heterogeneous AI Computing Virtualization Middleware

Pytorch implementation of Hyperspherical Variational Auto-Encoders

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🌄 Open Source AI & Data Landscape - provides overview of top tier projects in the open source AI and Data ecosystem, shows projects through GitHub data, funding or market cap, first and last commits, contributor count and much other information.

OpenTelemetry Python API and SDK

Tool for creating, modifying and validating CycloneDX SBOMs.

Creates CycloneDX Software Bill of Materials (SBOM) from Python projects and environments.

Complete open source web conferencing system.

Parallelized rotation and flipping INvariant Kohonen maps

A conda-smithy repository for onnx.

The open-source tool for building high-quality datasets and computer vision models

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Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D

CLOMonitor is a tool that periodically checks open source projects repositories to verify they meet certain project health best practices

Mirror of https://git.fsfe.org/reuse/api

Secure your GitHub repo with ease through automated security fixes

Scoreboard for ONNX Backend Compatibility

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders

req42 is a framework to handle agile requirements in a pragmatic way

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Beta for onnxvideo

Notes and artifacts from the ONNX steering committee

pythonic video reader

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Course material on Jupyter Notebooks and JupyterLab.

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

Pytorch Lightning Template for Sematic Segmentation

Repository for ONNX SIG artifacts

Create quizzes in QTI format for Canvas from Markdown-based plain text

Contains several documents that provide information about the examination of the iSAQB foundation level.

Docker-compose setup with containers for MLflow, PostgreSQL, and NGINX

This repository contains the files that generate Andy's Brain Book on ReadTheDocs.

Geometric Deep Learning Extension Library for PyTorch

This is a general markdown template of minutes of meeting useful to help you get started quickly

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

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Conan - The open-source C/C++ package manager

TensorFlow/TensorRT integration

Jetson Benchmark

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Google SRE Book Generator (EPUB/MOBI/PDF).

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MRI medical image segmentation

StellarGraph - Machine Learning on Graphs

Tutorial on the Convolutional Tsetlin Machine

Decode Signal Backups

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Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

Graph Neural Networks with Keras and Tensorflow 2.

Repository containing notebooks of my posts on Medium

Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

A game theoretic approach to explain the output of any machine learning model.

ReText: Simple but powerful editor for Markdown and reStructuredText

scikit-learn: machine learning in Python

VLC media player - All pull requests are ignored, please follow https://wiki.videolan.org/Sending_Patches_VLC/

A command-line tool for spellchecking files.

Check a GitHub repository for spelling mistakes and automatically create a pull request :pen:

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