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Pytorch Book ⭐ 11,409

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Batchgenerators ⭐ 1,013

A framework for data augmentation for 2D and 3D image classification and segmentation

Transdim ⭐ 1,013

Machine learning for transportation data imputation and prediction.

Tensor Sensor ⭐ 634

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

Tensorly Notebooks ⭐ 340

Tensor methods in Python with TensorLy

How To Read Pytorch ⭐ 325

Quick, visual, principled introduction to pytorch code through five colab notebooks.

Thinking In Tensors Writing In Pytorch ⭐ 308

Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)

Pytorch_exercises ⭐ 304

Nestedtensor ⭐ 249

[Prototype] Tools for the concurrent manipulation of variably sized Tensors.

Sdc Vehicle Detection ⭐ 225

Udacity Project - Vehicle Detection

Structuredinference ⭐ 206

Structured Inference Networks for Nonlinear State Space Models

Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

numsca is numpy for scala

Datagene ⭐ 170

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

Scatteract ⭐ 167

Project which implements extraction of data from scatter plots

Cubicasa5k ⭐ 165

CubiCasa5k floor plan dataset

Tensorflow2 Docs Zh ⭐ 164

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

Unet In Tensorflow ⭐ 157

U-Net implementation in Tensorflow

Pydata2015 ⭐ 150

Tensor Learning ⭐ 148

Python codes for low-rank tensor factorization, tensor completion, and tensor regression techniques.

Pytorch ⭐ 145

Deep Learning Zero to All - Pytorch

Understanding Pytorch Batching Lstm ⭐ 118

Understanding and visualizing PyTorch Batching with LSTM

Machine Learning Demystified ⭐ 114

A weekly workshop series at ITP to teach machine learning with a focus on deep learning

Avocado ⭐ 100

Avocado is a multi-scale deep tensor factorization model that learns a latent representation of the human epigenome and enables imputation of epigenomic experiments that have not yet been performed.

Music Generation ⭐ 85

An RNN implementation to generate music

Attributionpriors ⭐ 75

Tools for training explainable models using attribution priors.

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

Invertinggan ⭐ 61

Invert a pre-trained GAN model (includes code for training a GAN on celebA)

Tensorflow Vs Pytorch ⭐ 60

Guide for both TensorFlow and PyTorch in comparative way

Pytorch Cookbook ⭐ 45

Analisis Numerico Computo Cientifico ⭐ 43

Análisis numérico y cómputo científico

Tensor_train_rnn ⭐ 42

Clean repo for tensor-train RNN implemented in TensorFlow

Ml Tutorial Notebooks ⭐ 41

This depot contain tutorials for real beginners who want to understand machine learning by reading some code.

Hexagdly ⭐ 41

Process hexagonally sampled data with PyTorch

A PyTorch Implementation for Octave Convolution in Drop an Octave

Exp Machines ⭐ 38

Exponential Machines implementation

Ifi Summer School ⭐ 37

Slides and notebooks for the IfI Summer School 2018 on Machine Learning

Pytorch Tensor Train Network ⭐ 37

Jun and Huck's PyTorch-Tensor-Train Network Toolbox

Pytorch Examples Cn ⭐ 34

用例子学习PyTorch1.0（Learning PyTorch with Examples 中文翻译与学习）

Pytorch Tutorials ⭐ 32

Learn to build your neural network using PyTorch

Realtimefacedetection ⭐ 30

基于YOLO-lite的web实时人脸检测，tfjs人脸检测，目标检测

Compressed Transformer ⭐ 29

Compression of NMT transformer model with tensor methods

Carrada_dataset ⭐ 29

Hottbox Tutorials ⭐ 26

📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

Tensor Decomposition In Python ⭐ 24

A short tutorial on implementing Canonical Polyadic (CP) tensor decomposition in Python

Differential Privacy Federated Learning ⭐ 22

Curated notebooks on how to train neural networks using differential privacy and federated learning.

Geotensor ⭐ 22

Geometric low-rank tensor completion for color image inpainting.

Qa Abstract And Reasoning ⭐ 21

问答摘要与推理

Amazon Sagemaker Analyze Model Predictions ⭐ 21

a mini Deep Learning framework supporting GPU accelerations written with CUDA

Pytorch_daae ⭐ 21

Demonising Adversarial Auto-encoder in PyTorch

Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"

Robustntf ⭐ 18

PyTorch implementation of Robust Non-negative Tensor Factorization appearing in N. Dey, et al., "Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction and Functional Statistics to Understand Fixation in Fluorescence Microscopy".

Dl4sci Pytorch Webinar ⭐ 17

Moving_mnist ⭐ 17

Exploring Moving Mnist dataset with forecasting algorithms

Code Generation as a Dual Task of Code Summarization.

Chatbotdemo ⭐ 15

An example that showcases the benefit of running AI inside Redis

Carnd Tensorflow Lab Fork ⭐ 15

TensorFlow Lab for Self-Driving Car ND

Mps In Julia Minicourse ⭐ 14

MPS in Julia minicourse

Py_matrix ⭐ 14

A python implementation of the transfer matrix method for multilayer structures with arbitrary dielectric tensors

Kdd19 Costco ⭐ 13

Self Driving Car ⭐ 12

Self driving car I built from scratch to learn basic electronics and ML. Raspberry Pi, Python, Tensor FLow, Keras.

Gtensorsc ⭐ 12

codes for the paper General Tensor Spectral Co-clustering for Higher-Order Data

Pytorch Tutorial ⭐ 11

Tensor Gmm ⭐ 11

Implementation of learning a Gaussian mixture model using tensor decomposition.

Introduction To Numpy Matplotlib Tensorflow ⭐ 11

NumPy fundamentals for tensor computation; Matplotlib for data visualization

Pytorch_machine_learning ⭐ 10

Machine learning, Deep Learning, CNN with PyTorch

Intro To Deep Learning With Keras ⭐ 10

Introduction to deep learning w/ keras

Pydiffusion ⭐ 10

Analyse Rotational Diffusion Tensor from MD Simulations

Tensor Poet ⭐ 10

Tensorflow jupyter-notebook for visualization of text-generation from multiple sources with deep LSTMs

Cryptocurrency Prediction ⭐ 10

LSTM model for predicting the price of Bitcoin.

Integratedgradientstf ⭐ 9

Tensorflow implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks". It explains connections between two tensors.

Python Dl Nlp ⭐ 9

Ipython notebook for basics of python programming

Python implementation of multilinear dynamical systems for tensor time series (NIPS'13)

Tensor Fox ⭐ 8

Tensor package with focus in low rank approximations.

Tensor Admm Net Sci ⭐ 7

Dataset with processing code

Tensorclus ⭐ 7

TensorClus, Tensor co-clustering, text mining, clustering, multiple graphs

Tensorflow Jupyter Docker Stack ⭐ 7

Tacking on tensor flow to docker-stacks.

Tanalysis ⭐ 7

A python 2.7+ and 3.4+ package for matrix product state decompositions in a data science context

Neural Networks With Tensorflow ⭐ 7

This is a good tutorial for hands-on tensor flow and tflearn for deep learning applications. This repository contains implementation of simple neural networks, CNNs and RNNs using tensor flow and tflearn libraries.

A Python program for calculating the surface SHG yield for semiconductors.

Nishinoarxiv ⭐ 7

Analysis of all the preprints in Nishino's DMRG collection

Onmf_ontf_ndl ⭐ 7

Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images

Deepeyeballers ⭐ 7

Ushering in deep learning's foray into the netherworld of eyeballing

Factorizedembeddings ⭐ 7

Pedestrian Detector Using Cnn And Sliding Window ⭐ 7

Ailearning ⭐ 7

AI => Python + MachineLearning + DeepLearning（PyTorch）

MultiVariate Convolutional Neural Network

Tensor_train_rnn ⭐ 6

Replace some weights matrices of linear layers of RNNs with matrices in tensor train format. Get better generalization and a lot less parameters.

Quimb Tutorials ⭐ 6

Tutorials using Quimb, a quantum circuit simulator that uses tensor networks

Pytorch Implementation ⭐ 6

Pytorch implementation(LeNet, VGGNet, GAN, UNet, Mask R-CNN, ...)

Free Water Elimination Dti ⭐ 6

Reproduce the artice Hoy et al. 2014 Optimization of a free water elimination two-compartment model for diffusion tensor imaging. Neuroimage 103:323-33. doi: 10.1016/j.neuroimage.2014.09.053

Linear Algebra for Machine Learning Book Exercises

Ai Center ⭐ 5

AI theory & action...

Molecular Dynamic With Tensorflow ⭐ 5

Molecular Dynamic (M.D) with tensorflow: Tensor Graph flow demonstration of the molecular dynamic model

A multi-sensor data compression framework using tensor decompositions for human activity classification

Library/module with Julia code to learn an efficient representation of MERA tensor networks. For modeling many-body quantum states, given a microscopic Hamiltonian.

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