microsoft / EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
☆1,603Updated 8 months ago
Alternatives and similar repositories for EdgeML:
Users that are interested in EdgeML are comparing it to the libraries listed below
- TinyML AI inference library☆1,766Updated 3 months ago
- Compiler for Neural Network hardware accelerators☆3,273Updated 9 months ago
- A domain specific language to express machine learning workloads.☆1,758Updated last year
- nGraph has moved to OpenVINO☆1,349Updated 4 years ago
- ONNXMLTools enables conversion of models to ONNX☆1,050Updated last month
- Embedded Learning Library☆2,287Updated 8 months ago
- A uniform interface to run deep learning models from multiple frameworks☆936Updated last year
- ☆1,656Updated 6 years ago
- Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distille…☆4,369Updated last year
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆577Updated 2 years ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,388Updated 3 weeks ago
- Model analysis tools for TensorFlow☆1,261Updated this week
- Fast and flexible AutoML with learning guarantees.☆3,465Updated last year
- Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"☆1,093Updated 3 years ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,535Updated 5 years ago
- Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, R…☆2,849Updated 6 months ago
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,604Updated this week
- Debugging, monitoring and visualization for Python Machine Learning and Data Science☆3,433Updated last year
- Fast & Simple Resource-Constrained Learning of Deep Network Structure☆1,025Updated 3 weeks ago
- A Hyperparameter Tuning Library for Keras☆2,873Updated 2 months ago
- A low-latency prediction-serving system☆1,412Updated 3 years ago
- Tensorflow Backend for ONNX☆1,295Updated 10 months ago
- This is a list of interesting papers and projects about TinyML.☆819Updated last month
- MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Co…☆5,805Updated 8 months ago
- Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyda…☆1,357Updated last year
- Deep learning with dynamic computation graphs in TensorFlow☆1,822Updated 3 years ago
- AutoML library for deep learning☆9,197Updated 2 months ago
- Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.☆4,281Updated 2 months ago
- Arm Machine Learning tutorials and examples☆447Updated 2 months ago
- A Python toolbox for performing gradient-free optimization☆3,999Updated this week