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    944 repositories

    • PythonMachineLearning

      Public
      Jupyter Notebook
      •
      MIT License
      •1•0•0•1•Updated Oct 31, 2022Oct 31, 2022

    • Machine_Learning_Code_Implementation

      Public
      Mathematical derivation and pure Python code implementation of machine learning algorithms.
      Jupyter Notebook
      •599•0•0•0•Updated Jan 14, 2022Jan 14, 2022

    • Regional_Attention_Research

      Public
      a novel way to replace resblock with attention-like structure
      Jupyter Notebook
      •1•0•0•0•Updated Dec 9, 2021Dec 9, 2021

    • Hub

      Public
      Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai
      Python
      •
      Mozilla Public License 2.0
      •622•0•0•0•Updated Dec 9, 2021Dec 9, 2021

    • Federated-Learning-Label-wise-Clustering

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Nov 20, 2021Nov 20, 2021

    • FedShare

      Public
      PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
      Python
      •
      MIT License
      •25•0•0•0•Updated Nov 15, 2021Nov 15, 2021

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
      •
      MIT License
      •3.6k•0•0•0•Updated Nov 14, 2021Nov 14, 2021

    • Federated-Learning-1

      Public
      联邦学习
      191•0•0•0•Updated Nov 11, 2021Nov 11, 2021

    • nanodet

      Public
      ⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
      Python
      •
      Apache License 2.0
      •1k•0•0•0•Updated Nov 10, 2021Nov 10, 2021

    • pyjsd

      Public
      Python implementation of the Jensen-Shannon divergence
      Python
      •
      The Unlicense
      •1•0•0•0•Updated Oct 25, 2021Oct 25, 2021

    • Analysis-of-deep-learning-applications-in-cpu-gpu-tpu

      Public
      Jupyter Notebook
      •2•0•0•0•Updated Oct 7, 2021Oct 7, 2021

    • LibFewShot

      Public
      LibFewShot: A Comprehensive Library for Few-shot Learning.
      Python
      •
      MIT License
      •172•0•0•0•Updated Sep 23, 2021Sep 23, 2021

    • ignite

      Public
      High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •616•0•0•0•Updated Sep 16, 2021Sep 16, 2021

    • DeepUnrollNet

      Public
      Deep Shutter Unrolling Network
      Python
      •6•0•0•0•Updated Sep 8, 2021Sep 8, 2021

    • cnnvisualizer

      Public
      Visualizer for Deep Neural Networks
      C
      •
      MIT License
      •71•0•0•0•Updated Sep 7, 2021Sep 7, 2021

    • skorch_extra

      Public
      Module for additional features to skorch
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•0•0•Updated Aug 30, 2021Aug 30, 2021

    • fastai

      Public
      The fastai deep learning library
      Jupyter Notebook
      •
      Apache License 2.0
      •7.6k•0•0•0•Updated Aug 21, 2021Aug 21, 2021

    • wavelet-cnn

      Public
      CNN with wavelet domain inputs.
      Python
      •4•0•0•0•Updated Aug 9, 2021Aug 9, 2021

    • xarray-spatial

      Public
      Raster-based Spatial Analytics for Python
      Python
      •
      MIT License
      •85•0•0•0•Updated Aug 4, 2021Aug 4, 2021

    • gan-pytorch-mnist

      Public
      Jupyter notebooks with gan architectures implemented in pytorch.
      Jupyter Notebook
      •0•0•0•0•Updated Jul 29, 2021Jul 29, 2021

    • pytorch2sql

      Public
      Deep Learning (PyTorch) Models Deployment using SQL databases
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•0•0•Updated Jul 25, 2021Jul 25, 2021

    • Semantic-Segmentation-using-AutoEncoders

      Public
      Lightweight and Fast Person Segmentation using Autoencoders (Trained Weights Included)
      Jupyter Notebook
      •
      MIT License
      •7•0•0•0•Updated Jul 21, 2021Jul 21, 2021

    • trojanzoo

      Public
      TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
      Python
      •
      GNU General Public License v3.0
      •63•0•0•0•Updated Jul 20, 2021Jul 20, 2021

    • backdoor-learning-resources

      Public
      A curated list of backdoor learning resources
      MIT License
      •167•0•0•0•Updated Jul 14, 2021Jul 14, 2021

    • gan-2

      Public
      gan, dcgan, wgan, cgan, pix2pix, unet, cyclegan, gaugan, mnist, celeba, voc, google colab, pytorch, torchvision
      Jupyter Notebook
      •5•0•0•0•Updated Jul 13, 2021Jul 13, 2021

    • tsne-cuda

      Public
      GPU Accelerated t-SNE for CUDA with Python bindings
      Cuda
      •
      BSD 3-Clause "New" or "Revised" License
      •129•0•0•0•Updated Jul 13, 2021Jul 13, 2021

    • stackstac

      Public
      Turn a STAC catalog into a dask-based xarray
      Python
      •
      MIT License
      •49•0•0•0•Updated Jul 7, 2021Jul 7, 2021

    • NN-algorithm-comparison-Image-classification-task

      Public
      In this project, both the multi-layer perceptron (MLP) and the convolutional neural network (CNN) were trained, tested, and optimised on the CIFAR-10 dataset. Libraries used were predominantly PyTorch and Skorch.
      Jupyter Notebook
      •1•0•0•0•Updated Jul 7, 2021Jul 7, 2021

    • Conformer

      Public
      Python
      •
      Apache License 2.0
      •87•0•0•0•Updated Jul 6, 2021Jul 6, 2021

    • netron

      Public
      Visualizer for neural network, deep learning, and machine learning models
      JavaScript
      •
      MIT License
      •2.8k•0•0•0•Updated Jun 28, 2021Jun 28, 2021