🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

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python pytorch tensorflow keras convolutional-neural-networks gan lstm deep-reinforcement-learning resnet dqn logistic-regression random-forest ppo actor-critic ddpg decision-trees trpo

Deep Learning For Image Processing

deep learning for image processing including classification and object-detection etc.

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python HTML deep-learning pytorch object-detection classification bilibili segmentation tensorflow2

Pyhf

pure-Python HistFactory implementation with tensors and autodiff

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python pytorch tensorflow statistics numpy scipy hep

Social Lstm

Social LSTM implementation in PyTorch

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python pytorch

Torch Dct

DCT (discrete cosine transform) functions for pytorch

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python pytorch torch fft

Text Detector

Tool which allow you to detect and translate text.

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python deep-learning pytorch nlp text recognition text-processing text-recognition craft crnn ocr-recognition

High Fidelity Generative Compression

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

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python machine-learning pytorch computer-vision image-compression generative-adversarial-networks

Torchsparse

A high-performance neural network library for point cloud processing.

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python pytorch point-cloud

Pai

Resource scheduling and cluster management for AI

Seal Ci

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

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python deep-learning pytorch tensorflow machine-learning-algorithms deep-learning-algorithms

Nsga Net

NSGA-Net, a Neural Architecture Search Algorithm

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python deep-learning pytorch neural-architecture-search

Diffai

A certifiable defense against adversarial examples by training neural networks to be provably robust

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python pytorch neural-network attack robust

Dive Into Dl Pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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Jupyter Notebook deep-learning pytorch computer-vision natural-language-processing pytorch-tutorial deep-learning-tutorial d2l

Tutorials

MONAI Tutorials

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jupyter-notebook pytorch

Clipbert

[CVPR 2021 Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning for image-text and video-text tasks.

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python pytorch vqa

Pytorch Acnn Model

code of Relation Classification via Multi-Level Attention CNNs

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python pytorch nlp relation-extraction attention-model

Autoclint

A specially designed light version of Fast AutoAugment

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python deep-learning pytorch computer-vision convolutional-neural-networks cnn image-classification automl automated-machine-learning

Dynamicrelu

Implementation of Dynamic ReLU on Pytorch

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python pytorch dynamic

Edge Connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

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python shell deep-learning pytorch generative-adversarial-network gans canny-edge-detection image-inpainting edgeconnect

Video Super Resolution

Video super resolution implemented in Pytorch

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python pytorch super-resolution

3d Boundingbox

PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry

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python pytorch computer-vision 3d localization

Pysurvival

Open source package for Survival Analysis modeling

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python html deep-learning machine-learning pytorch numpy

Pytorch Adacos

PyTorch implementation of AdaCos

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python deep-learning pytorch

Pytorch workplace

Random miniprojects with pytorch.

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python deep-learning pytorch

Deep image prior

Image reconstruction done with untrained neural networks.

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python deep-learning pytorch convolutional-neural-networks autoencoder

Pytorch Grad Cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

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python deep-learning pytorch grad-cam visualizations interpretability class-activation-maps interpretable-deep-learning interpretable-ai score-cam vision-transformers

Pytorch Kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.