River's repositories

adversarial-feature-augmentation

Code for the paper "Adversarial Feature Augmentation for Unsupervised Domain Adaptation", CVPR 2018

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bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, XLNet, and RoBERTa)

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CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

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CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

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Coloring-greyscale-images-in-Keras

Coloring B&W portraits with neural networks.

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CR-GAN

Yu Tian et al. "CR-GAN: Learning Complete Representations for Multi-view Generation", IJCAI 2018

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CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

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DEC-keras

Keras implementation for Deep Embedding Clustering (DEC)

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deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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ECNU-Dissertations-Latex-Template

华东师范大学硕(博)士论文LaTex模板

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finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

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Finetune_YOLOv3_Part_detection

I fine-tune the YOLOv3 model by changing the output classes to do some part detection.

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fitlog

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

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generative_inpainting

DeepFill v1/v2, Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

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IGOS

Visualizing Deep Networks by Optimizing with Integrated Gradients (I-GOS)

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keras

Deep Learning for humans

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keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

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Keras-GAN

Keras implementations of Generative Adversarial Networks.

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learnopencv

Learn OpenCV : C++ and Python Examples

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mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

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ML-From-Scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

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neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

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openvino_debug

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

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PrivacyPilot

A simple and easy-to-use local LLM plugin that helps you efficiently handle local private data.

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rbm-ae-tf

Tensorflow implementation of Restricted Boltzman Machine(RBM) and Autoencoder with layerwise pretraining.

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Sparse_autoencoder

Implementing sparse autoencoder for MNIST data classification using keras and tensorflow

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tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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tied-autoencoder-keras

Autoencoder layers (with tied encode and decode weights) for Keras

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Unsupervised-Segmentation

A high performance impermentation of Unsupervised Image Segmentation by Backpropagation - Asako Kanezaki

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USTC-CS-Courses-Resource

:heart:**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)

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