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jupyter-notebook x

neural-network x

721 search results found

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Handson Ml ⭐ 25,036

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Pytorch Handbook ⭐ 18,594

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

Anime4k ⭐ 17,264

A High-Quality Real Time Upscaler for Anime Video

Python Machine Learning Book ⭐ 11,645

The "Python Machine Learning (1st edition)" book code repository and info resource

Mit Deep Learning ⭐ 9,897

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Nyu Dlsp20 ⭐ 6,612

NYU Deep Learning Spring 2020

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

T81_558_deep_learning ⭐ 5,590

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Tensorflow 2.x Tutorials ⭐ 5,496

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Edward ⭐ 4,503

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Graph Based Deep Learning Literature ⭐ 4,418

links to conference publications in graph-based deep learning

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Deeplearningproject ⭐ 4,043

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

Probability ⭐ 4,028

Probabilistic reasoning and statistical analysis in TensorFlow

Deep Learning ⭐ 3,957

Repo for the Deep Learning Nanodegree Foundations program.

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Monodepth2 ⭐ 3,762

[ICCV 2019] Monocular depth estimation from a single image

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

Alpha Zero General ⭐ 3,497

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Lstm Human Activity Recognition ⭐ 3,074

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Yolov3 Tf2 ⭐ 2,501

YoloV3 Implemented in Tensorflow 2.0

Machine Learning Book ⭐ 2,474

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Coursera Deep Learning Specialization ⭐ 2,459

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Deepnlp Models Pytorch ⭐ 2,372

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Gluon Api ⭐ 2,321

A clear, concise, simple yet powerful and efficient API for deep learning.

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Tensorflow Without A Phd ⭐ 2,220

A crash course in six episodes for software developers who want to become machine learning practitioners.

Neural Tangents ⭐ 2,149

Fast and Easy Infinite Neural Networks in Python

Machine Learning Specialization Coursera ⭐ 2,082

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Computer Vision In Action ⭐ 1,979

学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-actio 👇项目主页

Objectron ⭐ 1,958

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat

Deeplearningfornlpinpytorch ⭐ 1,605

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Machine_learning_refined ⭐ 1,574

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

Opacus ⭐ 1,535

Training PyTorch models with differential privacy

Tutorials and implementations for "Self-normalizing networks"

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Hyperlearn ⭐ 1,387

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

Awesome Ai Ml Dl ⭐ 1,375

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Zoedepth ⭐ 1,336

Metric depth estimation from a single image

Knet.jl ⭐ 1,336

Koç University deep learning framework.

Lectures Labs ⭐ 1,309

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

Ilearndeeplearning.py ⭐ 1,291

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

Neural Networks Demystified ⭐ 1,285

Supporting code for short YouTube series Neural Networks Demystified.

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

4dgaussians ⭐ 1,243

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

Torchdyn ⭐ 1,187

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Info8010 Deep Learning ⭐ 1,166

Lectures for INFO8010 - Deep Learning, ULiège

Geomstats ⭐ 1,113

Computations and statistics on manifolds with geometric structures.

Torchquantum ⭐ 1,112

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

Trulens ⭐ 1,109

Evaluation and Tracking for LLM Experiments

Transformers Interpret ⭐ 1,090

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Lstmvis ⭐ 1,046

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Seq2seq Signal Prediction ⭐ 1,036

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

Cnn_graph ⭐ 991

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Tensorflow 101 ⭐ 987

TensorFlow 101: Introduction to Deep Learning

Tensorflow Programs And Tutorials ⭐ 981

Implementations of CNNs, RNNs, GANs, etc

Basic_reinforcement_learning ⭐ 978

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Deep Learning In Production ⭐ 949

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

Lovaszsoftmax ⭐ 941

Code for the Lovász-Softmax loss (CVPR 2018)

Andrew Ng Deep Learning Notes ⭐ 862

吴恩达《深度学习》系列课程笔记及代码 | Notes in Chinese for Andrew Ng Deep Learning Course

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Breast_cancer_classifier ⭐ 804

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Sciblog_support ⭐ 742

Support content for my blog

Jupyter ⭐ 696

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

Edward2 ⭐ 656

A simple probabilistic programming language.

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Facial Similarity With Siamese Networks In Pytorch ⭐ 620

Implementing Siamese networks with a contrastive loss for similarity learning

Csrnet Pytorch ⭐ 618

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

Deep Learning Resources ⭐ 571

由淺入深的深度學習資源 Collection of deep learning materials for everyone

Deeplearning.ai Natural Language Processing Specialization ⭐ 523

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

Bayesian Analysis Recipes ⭐ 510

A collection of Bayesian data analysis recipes using PyMC3

Deeplearning.ai ⭐ 503

Some work of Andrew Ng's course on Coursera

Tensorflow Eager Tutorials ⭐ 502

Simple tutorials for building neural networks with TensorFlow Eager mode.

Multilabel Timeseries Classification With Lstm ⭐ 487

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

A Software Framework for Neuromorphic Computing

Python机器学习算法技术博客，有原创干货！有code实践！【更多内容敬请关注公众号 "算法进阶"】

Musicnn ⭐ 427

Pronounced as "musician", musicnn is a set of pre-trained deep convolutional neural networks for music audio tagging.

Urban Sound Classification ⭐ 427

Urban sound classification using Deep Learning

Cn Deep Learning ⭐ 424

Grokking Deep Reinforcement Learning

Artificial Intelligence ⭐ 408

Awesome Artificial Intelligence Projects

An optical music recognition (OMR) system. Converts sheet music to a machine-readable version.

Pytorch Ntm ⭐ 398

Neural Turing Machines (NTM) - PyTorch Implementation

Tf 2.0 Hacks ⭐ 379

Contains my explorations of TensorFlow 2.x

Stat453 Deep Learning Ss20 ⭐ 370

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)

Iclr2019 Openreviewdata ⭐ 366

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

Stat479 Deep Learning Ss19 ⭐ 364

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison

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