cxxgtxy's repositories

POP3D

Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization

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DeepLearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

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QARepVGG

Make RepVGG Greater Again: A Quantization-aware Approach

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awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

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BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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MobileVLM

Strong and Open Vision Language Assistant for Mobile Devices

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Twins

Two simple and effective designs of vision transformer, which is on par with the Swin transformer

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YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

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cxxgtxy.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

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DARTS-

Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"

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deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

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deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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fastai

The fastai deep learning library, plus lessons and tutorials

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mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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OpenSelfSup

Self-Supervised Learning Toolbox and Benchmark

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pretrained-models.pytorch

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

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pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

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pytorch-cifar

95.16% on CIFAR10 with PyTorch

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pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

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pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

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RCAN

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

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SLIP

Code release for SLIP Self-supervision meets Language-Image Pre-training

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swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

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TC-ResNet

Code for Temporal Convolution for Real-time Keyword Spotting on Mobile Devices

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tensorflow

An Open Source Machine Learning Framework for Everyone

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vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

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