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openconstruction

OpenConstruction project

prml

PRML algorithms implemented in Python

prml_readingnotes

Reading Notes for Bishap's book "Pattern Recognition and Machine Learning"

prompt-pretraining

Open-construction

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

psutil

Cross-platform lib for process and system monitoring in Python

pwc

Papers with code. Sorted by stars. Updated weekly.

pycontinual

PyContinual (An Easy and Extendible Framework for Continual Learning)

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pytorch-classification-uncertainty

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

pytorch-i3d

pytorch-reinforce

PyTorch Implementation of REINFORCE for both discrete & continuous control

pytorch-resnet3d

I3D Nonlocal ResNets in Pytorch

pytorch_c3d_feature_extractor

Pytorch C3D feature extractor

pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

reinforcement-learning-for-weakly-supervised-learning

semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

sgl

Self-guiding Loss for Multiple Instance Learning

simbiber

sktime

A unified framework for machine learning with time series

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

spl_for_nmt

Self-Paced Learning for Neural Machine Translation (EMNLP 2020)

tapnet

TapNet: Multivariate Time Series Classification withAttentional Prototypical Network

torchal

Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.

towards-openvad

Official implementation for ECCV paper "Towards Open Set Video Anomaly Detection"

trajectory-based-ship-classification

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vpt

❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119