penningavery

penningavery

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Company:Diamond Light Source

Location:Oxford, UK

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kittylyst

A tiny Catalyst-like experiment runner framework on top of micrograd.

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Background-Matting

Background Matting: The World is Your Green Screen

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kaggle-pneumothorax-segmentation

https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation

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layer-to-layer-pytorch

PyTorch implementation of L2L execution algorithm

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Rethinking-Inpainting-MEDFE

Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral

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gramtion

Twitter bot for generating photo descriptions (alt text)

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ydata-synthetic

Synthetic data generators for tabular and time-series data

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self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

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fast_pytorch_kmeans

This is a pytorch implementation of k-means clustering algorithm

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l5kit

L5Kit - https://woven.toyota

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npbg

Neural Point-Based Graphics

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AdamP

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

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mseg-semantic

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

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ijson

Iterative JSON parser with Pythonic interfaces

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multipledispatch

Multiple dispatch

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rep

Machine Learning toolbox for Humans

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selfsne

Self-Supervised Noise Embeddings (Self-SNE)

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AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

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cuml

cuML - RAPIDS Machine Learning Library

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dask-cuda

Utilities for Dask and CUDA interactions

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pytorch-goodies

PyTorch Boilerplate For Research

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Smoothly-Blend-Image-Patches

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

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DaskMaskRCNN

Running Mask-RCNN on Dask with PyTorch

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dask-ps

Dask parameter server

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BalancedGroupSoftmax

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

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yolact

A simple, fully convolutional model for real-time instance segmentation.

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pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

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iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

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flask_gunicorn_nginx_docker

Template for deploying ML models using Flask + Gunicorn + Nginx inside Docker

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mean_average_precision

Mean Average Precision for Object Detection

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