penningavery

penningavery's starred repositories

kittylyst

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

Language:Jupyter NotebookMIT5200

Background-Matting

Background Matting: The World is Your Green Screen

Language:Python477900

kaggle-pneumothorax-segmentation

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

Language:Python4200

layer-to-layer-pytorch

PyTorch implementation of L2L execution algorithm

Language:PythonMIT10700

Rethinking-Inpainting-MEDFE

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

Language:PythonNOASSERTION36900

gramtion

Twitter bot for generating photo descriptions (alt text)

Language:PythonMIT2300

ydata-synthetic

Synthetic data generators for tabular and time-series data

Language:Jupyter NotebookMIT138100

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

Language:PythonMIT52500

fast_pytorch_kmeans

This is a pytorch implementation of k-means clustering algorithm

Language:PythonMIT27200

l5kit

L5Kit - https://woven.toyota

Language:Python85100

npbg

Neural Point-Based Graphics

Language:PythonMIT32400

AdamP

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

Language:PythonMIT41100

mseg-semantic

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

Language:PythonMIT45900

ijson

Iterative JSON parser with Pythonic interfaces

Language:PythonNOASSERTION79600

multipledispatch

Multiple dispatch

Language:PythonNOASSERTION80200

rep

Machine Learning toolbox for Humans

Language:Jupyter NotebookNOASSERTION68600

selfsne

Self-Supervised Noise Embeddings (Self-SNE)

Language:Jupyter NotebookApache-2.015400

AdelaiDet

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

Language:PythonNOASSERTION334400

cuml

cuML - RAPIDS Machine Learning Library

Language:C++Apache-2.0407100

dask-cuda

Utilities for Dask and CUDA interactions

Language:PythonApache-2.028100

pytorch-goodies

PyTorch Boilerplate For Research

Language:Python59900

Smoothly-Blend-Image-Patches

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

Language:PythonMIT35500

DaskMaskRCNN

Running Mask-RCNN on Dask with PyTorch

Language:PythonMIT2700

dask-ps

Dask parameter server

Language:Jupyter Notebook600

BalancedGroupSoftmax

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

Language:PythonApache-2.035100

yolact

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

Language:PythonMIT498100

pytorch-metric-learning

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

Language:PythonMIT588500

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

Language:PythonBSD-3-Clause83400

flask_gunicorn_nginx_docker

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

Language:PythonMIT15700

mean_average_precision

Mean Average Precision for Object Detection

Language:PythonMIT19200