penningavery

penningavery's starred repositories

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:PythonApache-2.030904 314 892

cleanlab

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

Language:PythonAGPL-3.09167 89 361

pretrained-models.pytorch

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

Language:PythonBSD-3-Clause8996 216 181

CenterNet

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

Language:PythonMIT7211 113 1001

3d-photo-inpainting

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

Language:PythonNOASSERTION6883 148 189

flax

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

Language:PythonApache-2.05834 88 866

imagededup

😎 Finding duplicate images made easy!

Language:PythonApache-2.05033 62 120

valhalla

Open Source Routing Engine for OpenStreetMap

Language:C++NOASSERTION4346 105 2272

xtensor

C++ tensors with broadcasting and lazy computing

Language:C++BSD-3-Clause3282 90 1203

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

Language:PythonApache-2.02995 33 63

covid-chestxray-dataset

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

Language:Jupyter Notebook2993 155 111

commanded

Use Commanded to build Elixir CQRS/ES applications

Language:ElixirMIT1823 49 258

MLJ.jl

A Julia machine learning framework

Language:JuliaNOASSERTION1758 48 630

efficientdet-pytorch

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

Language:PythonApache-2.01569 29 174

covid19_scenarios

Models of COVID-19 outbreak trajectories and hospital demand

Language:JavaScriptMIT1362 50 220

MOE

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

Language:C++NOASSERTION1304 61 309

few-shot-object-detection

Implementations of few-shot object detection benchmarks

Language:PythonApache-2.01083 28 186

augmix

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

Language:PythonApache-2.0967 29 25

jupyter-dash

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

Language:PythonMIT955 42 75

TResNet

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

Language:PythonApache-2.0465 19 43

softmax-splatting

an implementation of softmax splatting for differentiable forward warping using PyTorch

Language:Python447 17 60

torch-toolbox

🛠 Toolbox to extend PyTorch functionalities

Language:PythonBSD-3-Clause416 12 12

active_learning_coreset

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

Language:PythonMIT257 4 7

AutoML_Alex

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

Language:PythonMIT219 7 6

stattests

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

Language:Jupyter NotebookMIT196 90

proxy-nca

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

Language:PythonMIT181 6 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.

Language:Objective-C132 16 5