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55 search results found

Deeplearningbook Chinese ⭐ 28,503

Deep Learning Book Chinese Translation

Awesome Deep Learning Papers ⭐ 24,903

The most cited deep learning papers

Learn_prompting ⭐ 4,032

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

Tensorflow Internals ⭐ 2,664

It is open source ebook about TensorFlow kernel and implementation mechanism.

Awesome Deep Learning Music ⭐ 2,650

List of articles related to deep learning applied to music

Mtbook ⭐ 2,559

《机器翻译：基础与模型》肖桐朱靖波著 - Machine Translation: Foundations and Models

Deep Learning For Medical Applications ⭐ 1,174

Deep Learning Papers on Medical Image Analysis

Another Chinese Translation of Neural Networks and Deep Learning

Deeplearningbook Cn ⭐ 417

A translation of the deep learning book (翻译《深度学习》)

Vitae Transformer Remote Sensing ⭐ 379

A comprehensive list of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

Vision Based Prediction ⭐ 278

Deep Learning for Vision-based Prediction

Hep Ml Resources ⭐ 224

Listing of useful learning resources for machine learning applications in high energy physics (HEPML)

Neuralnetworksanddeeplearning.com.pdf ⭐ 221

LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)

Depthfirstlearning.com ⭐ 181

Deep Learning For Nlp Lectures ⭐ 147

Deep Learning for Natural Language Processing - Lectures 2023

Machine_learning_lectures ⭐ 109

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

Doc Ml Ufldl ⭐ 93

Unsupervised Feature Learning and Deep Learning Tutorial

Deep Learning For Anomaly Detection A Survey ⭐ 87

This paper is continuously updated with deep anomaly detection methods and their applications

Machine Learning In Computer Vision ⭐ 79

📝 References list for machine learning and deep learning in computer vision.

Deep Learning Notes ⭐ 78

My CS231n lecture notes

Breast Cancer Detection Mammogram Deep Learning ⭐ 70

Master's dissertation for breast cancer detection in mammograms using deep learning techniques in Tensorflow. Contains the final report and source code.

Autonomousracing_literature ⭐ 70

Autonomous Literature Overview

Drummernet ⭐ 57

Supplementary material of "Deep Unsupervised Drum Transcription", ISMIR 2019

Deep Limits ⭐ 55

Repo for a paper about constructing priors on very deep models.

Paper End2end Dl ⭐ 53

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

Vitae Transformer Scene Text Detection ⭐ 51

A comprehensive list of our research works related to scene text detection and spotting, including papers, codes, and citations. Note: The official repo for [IJCV'22] "I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection" has been moved to: https://github.com/ViTAE-Transformer/I3CL

Talk 2018 Deep Learning Rebooted ⭐ 49

Invited talk for Summer BOB 2019 in Berlin

Research_papers ⭐ 48

Record some papers I have read and paper notes I have taken, also including some awesome papers reading lists and academic blog posts.

Midllatextemplate ⭐ 46

Latex template for the MIDL Conference

Numdl Coursenotes ⭐ 40

Course notes for graduate-level class on numerical methods for deep learning

Deep Learning Cn ⭐ 38

Face Attendance System ⭐ 37

An Attendance Checking System using Deep Facial Recognition, written in Python.

Deepdoom ⭐ 37

Tensorflow DQN and DRQN agent playing doom

Deep Learning Cheatsheet ⭐ 37

Stock Tft ⭐ 35

Stock price prediction using a Temporal Fusion Transformer

Deeplearning ⭐ 35

Translation of papers in Deep Learning Research

Learning to match local patches/keypoints from image-level annotations

Deepquaternionnetworks ⭐ 27

Code for Deep Quaternion Networks

Deep Learning Intro ⭐ 26

Learn Deep Learning with Python

Lecture Notes for Robotics, Cognition, Intelligence @ TUM

NTK reading group

Deep Quality Value Dqv Learning ⭐ 25

DQV-Learning: a novel faster synchronous Deep Reinforcement Learning algorithm

Master Thesis ⭐ 25

Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex

Deep Q Rank ⭐ 24

A deep reinforcement learning approach to search engine ranking (PyTorch). Final Project for UC Berkeley's CS 285: Deep Reinforcement Learning, Decision Making, and Control

Deeptriangle ⭐ 23

DeepTriangle: A Deep Learning Approach to Loss Reserving

Advanced Deep Learning ⭐ 21

Dissertation ⭐ 20

🎓 📜 This repository holds my final year and dissertation project during my time at the University of Lincoln titled 'Deep Learning for Emotion Recognition in Cartoons'.

Recommendation models that use binary rather than floating point operations at prediction time.

Arxiv_leaks ⭐ 19

Whisper of the arxiv: read comments in tex of papers

Deep Learning On Graphs ⭐ 19

Clockwork Rnn ⭐ 19

This repository is a reproduction of the clockwork RNN paper.

Deep Learning ⭐ 18

time series forecasting with deep learning

Ml Msc Template ⭐ 17

Machine learning project template originally prepared for Skoltech students

🚀 H2G-Net: Segmentation of breast cancer region from whole slide images

A TensorFlow (Python 3) implementation of a differentially-private-GAN.

Tensorflow Paper ⭐ 15

A review-paper on TensorFlow.

Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This includes methods for standard latent spaces or manifold latent spaces with specified geometry and topology. The manifold latent spaces can be based on analytic expressions or general point cloud representations.

Superpixels Segmentation ⭐ 13

Research internship - Image segmentation by superpixels based on PyTorch

Best Audio Classification Resources With Deep Learning ⭐ 13

List of articles related to deep learning applied to music

Comprehensive Comparison Of Deep Learning Models For Lung And Covid 19 Lesion Segmentation In Ct ⭐ 12

My_reading_list ⭐ 12

A list of various articles that I find helpful for reading about deep learning, forecasting, or macroeconomics

Dl4ehr_papers ⭐ 12

Deep Learning for EHR papers

Dl4mir Dissertation ⭐ 11

Humphrey, E. J. "An Exploration of Deep Learning in Music Informatics." (2015) New York University.

Deep Transfer Learning For Art Classification Problems ⭐ 11

Code and Manuscript for the ECCV 4th Workshop on Computer Vision for Art Analysis "Deep Transfer Learning for Art Classification Problems" paper.

Facial Expression Recognition Reviews ⭐ 11

This repository have reviews from papers of facial expression recognition problem

Seminar Convolutional Neural Networks ⭐ 10

Seminar paper "Understanding Convolutional Neural Networks".

Deeplearningbook ⭐ 10

This repository stores PDF summaries of the chapters from the book Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville.

Deep Learning Batik Classification ⭐ 10

Batik motif classification (5 classes) using VGG16 transfer learning

Deepvars ⭐ 10

Vector Autoregression augmented with deep learning.

Programming_assignments_of_deep_learning ⭐ 9

Keys for Programming Assignments of Coursera Course Deep Learning Specialization by Andrew Ng

Meanfield Theory Of Activation Functions ⭐ 9

Code and data used in: mean field theory of activation functions

Master Thesis Cnn ⭐ 9

Master Thesis: Image recognition by knowledge transfer using deep convolutional neural network

Ml2017 Notes ⭐ 9

李宏毅机器学习2017个人笔记

Deeplearning Codelab ⭐ 8

DevFest Nantes 2017, The Deep Learning Codelab Repository. Presented on October the 19th from 4:20pm to 6:20pm.

Just notes of my own

Deep Food ⭐ 8

Python ML programm to classify food using Deep Learning and feature classifiers like SIFT, SURF with Bag of Words and SVMs

Ml Papers ⭐ 8

Summary of Machine Learning papers

Deep Learning Uncertainty ⭐ 8

My master's thesis project

Publications ⭐ 8

My publications

Summaries of papers read, starting from early 2020

Deep Learning Curiosity ⭐ 7

My personal curiosity in deep learning

Deep Learning Guide ⭐ 7

deep learning resources: slides,books,papers,blogs

Doutorado ⭐ 6

Códigos do doutorado do Julio

Published 202204 Deeplearning Occupancy Lynx ⭐ 5

"Trade-of between deep learning for species identication...", by Olivier Gimenez et al

Machine Learning ⭐ 5

深度学习pdf

Gaussianprocesses ⭐ 5

Modern Gaussian Processes: Scalable Inference and Novel Applications

Https Github.com Exacity Deeplearningbook Chinese ⭐ 5

Deeplearning ⭐ 5

Exercises that I wrote to supplement the Deep Learning (Goodfellow et al.) textbook during my read-through.

Individualproject ⭐ 5

Project Title: Using Machine Learning to Understand the Topology of Knots. This repository contains my Project Log and Code.

Readingnote ⭐ 5

My note about reading books

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