164 Open source projects that are alternatives of or similar to hypothesis

Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead

An easy to use PyTorch to TensorRT converter

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

An Open Source Deep Learning Inference Engine Based on FPGA

TensorFlow template application for deep learning

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.

TypeDB: a strongly-typed database

Running BERT without Padding

Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)

A simple implementation of the OWL2 RL Profile on top of RDFLib: it expands the graph with all possible triples that OWL RL defines. It can be used together with RDFLib to expand an RDFLib Graph object, or as a stand alone service with its own serialization.

Named Entity Recognition with BERT using TensorFlow 2.0

通用深度学习推理服务，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。

ncnn is a high-performance neural network inference framework optimized for the mobile platform

DAWNBench: An End-to-End Deep Learning Benchmark and Competition

Automatic Haskell type inference from JSON input

Train and run Pytorch models on Apache Spark.

Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package

CNStream is a streaming framework for building Cambricon machine learning pipelines http://forum.cambricon.com https://gitee.com/SolutionSDK/CNStream

Yolov3 Object Detection implemented as APIs, using TensorFlow and Flask

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

Deploy a ML inference service on a budget in less than 10 lines of code.

This is a repository for an object detection inference API using the Tensorflow framework.

Save, Load Frozen Graph and Run Inference From Frozen Graph in TensorFlow 1.x and 2.x

Machine Learning inference engine for Microcontrollers and Embedded devices

The challenge projects for Inferencing machine learning models on iOS

Cross-platform, customizable ML solutions for live and streaming media.

ELFI - Engine for Likelihood-Free Inference

This repository provides you with a easy to use labeling tool for State-of-the-art Deep Learning training purposes.

⏱ Benchmarks of machine learning inference for Go

A library for high performance deep learning inference on NVIDIA GPUs.

Serving PyTorch 1.0 Models as a Web Server in C++

Highly optimized inference engine for Binarized Neural Networks

Model Zoo for Intel® Architecture: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors

MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

PyTorch C++ inference with LibTorch

Acceleration package for neural networks on multi-core CPUs

Inference Model Manager for Kubernetes

Yet another yolov5, with its runtime stack for libtorch, onnx, tvm and specialized accelerators. You like torchvision's retinanet? You like yolov5? You love yolort!

This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.

DELTA is a deep learning based natural language and speech processing platform.

Adlik: Toolkit for Accelerating Deep Learning Inference

Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

OpenVINO™ Toolkit repository

Graph-Based Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, RDFlib, pySHACL, RAPIDS, NetworkX, iGraph, PyVis, pslpython, pyarrow, etc.

Detect various irregularities of a product as it moves along a conveyor belt.

Nostril: Nonsense String Evaluator

Machine Learning Privacy Meter: A tool to quantify the privacy risks of machine learning models with respect to inference attacks, notably membership inference attacks

LoMRF is an open-source implementation of Markov Logic Networks

Explore the Capabilities of the TensorRT Platform

The benchmark of ncnn that is a high-performance neural network inference framework optimized for the mobile platform

Gaussian Process Motion Planner 2

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

A Python package for approximate Bayesian inference and optimization using Gaussian processes

Graphsignal Python agent

A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.