penningavery

penningavery

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Company:Diamond Light Source

Location:Oxford, UK

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonLicense:Apache-2.0Stargazers:30904Issues:314Issues:892

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Language:PythonLicense:AGPL-3.0Stargazers:9167Issues:89Issues:361

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

Language:PythonLicense:MITStargazers:7211Issues:113Issues:1001

3d-photo-inpainting

[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

Language:PythonLicense:NOASSERTIONStargazers:6883Issues:148Issues:189

flax

Flax is a neural network library for JAX that is designed for flexibility.

Language:PythonLicense:Apache-2.0Stargazers:5834Issues:88Issues:866

imagededup

😎 Finding duplicate images made easy!

Language:PythonLicense:Apache-2.0Stargazers:5033Issues:62Issues:120

valhalla

Open Source Routing Engine for OpenStreetMap

Language:C++License:NOASSERTIONStargazers:4346Issues:105Issues:2272

xtensor

C++ tensors with broadcasting and lazy computing

Language:C++License:BSD-3-ClauseStargazers:3282Issues:90Issues:1203

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

Language:PythonLicense:Apache-2.0Stargazers:2995Issues:33Issues:63

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

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commanded

Use Commanded to build Elixir CQRS/ES applications

Language:ElixirLicense:MITStargazers:1823Issues:49Issues:258

MLJ.jl

A Julia machine learning framework

Language:JuliaLicense:NOASSERTIONStargazers:1758Issues:48Issues:630

efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

Language:PythonLicense:Apache-2.0Stargazers:1569Issues:29Issues:174

covid19_scenarios

Models of COVID-19 outbreak trajectories and hospital demand

Language:JavaScriptLicense:MITStargazers:1362Issues:50Issues:220

MOE

A global, black box optimization engine for real world metric optimization.

Language:C++License:NOASSERTIONStargazers:1304Issues:61Issues:309

few-shot-object-detection

Implementations of few-shot object detection benchmarks

Language:PythonLicense:Apache-2.0Stargazers:1083Issues:28Issues:186

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Language:PythonLicense:Apache-2.0Stargazers:967Issues:29Issues:25

jupyter-dash

OBSOLETE - Dash v2.11+ has Jupyter support built in!

Language:PythonLicense:MITStargazers:955Issues:42Issues:75

TResNet

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

Language:PythonLicense:Apache-2.0Stargazers:465Issues:19Issues:43

softmax-splatting

an implementation of softmax splatting for differentiable forward warping using PyTorch

torch-toolbox

🛠 Toolbox to extend PyTorch functionalities

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active_learning_coreset

Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach

Language:PythonLicense:MITStargazers:257Issues:4Issues:7

AutoML_Alex

State-of-the art Automated Machine Learning python library for Tabular Data

Language:PythonLicense:MITStargazers:219Issues:7Issues:6

stattests

Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests

Language:Jupyter NotebookLicense:MITStargazers:196Issues:9Issues:0

proxy-nca

PyTorch Implementation of `No Fuss Distance Metric Learning using Proxies`.

Language:PythonLicense:MITStargazers:181Issues:6Issues:19

CudaLBFGS

This is a cross-platform, CUDA-based C++ library for general-purpose, unconstrained nonlinear optimization on the GPU. It implements the L-BFGS (“Limited-memory Broyden-Fletcher-Goldfarb-Shanno“) method, a popular Quasi-Newton variant with a low memory footprint.

fsm-oracle

Finite state machines as graphs

Language:IdrisLicense:AGPL-3.0Stargazers:58Issues:10Issues:9

AutoML-Benchmark

A Performance Benchmark of Different AutoML Frameworks

Language:HTMLLicense:MITStargazers:34Issues:3Issues:1

gz-panoptes-reduction

Reduce crowdsourced classifications from Galaxy Zoo (Panoptes)

Language:Jupyter NotebookLicense:MITStargazers:1Issues:0Issues:0