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deep-learning x

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3,703 search results found

Forecasting ⭐ 2,540

Time Series Forecasting Best Practices & Examples

Mxnet The Straight Dope ⭐ 2,507

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

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

Rl Adventure ⭐ 2,450

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

Mlops Course ⭐ 2,427

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Ipython Notebooks ⭐ 2,381

A collection of IPython notebooks covering various topics.

Simplified Deeplearning ⭐ 2,380

Simplified implementations of deep learning related works

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.

Zero To Mastery Ml ⭐ 2,307

All course materials for the Zero to Mastery Machine Learning and Data Science course.

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)

Benchmarking Gnns ⭐ 2,196

Repository for benchmarking graph neural networks

Aws Machine Learning University Accelerated Nlp ⭐ 2,150

Machine Learning University: Accelerated Natural Language Processing Class

Autonomousdrivingcookbook ⭐ 2,141

Scenarios, tutorials and demos for Autonomous Driving

Girls In Ai ⭐ 2,134

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

Tensorflow Onnx ⭐ 2,133

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

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

Practical Machine Learning With Python ⭐ 2,054

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

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

Medium_notebook ⭐ 1,964

Repository containing notebooks of my posts on Medium

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

Clip Retrieval ⭐ 1,949

Easily compute clip embeddings and build a clip retrieval system with them

Ml Course ⭐ 1,936

Open Machine Learning course

Fsrs4anki ⭐ 1,923

A modern Anki custom scheduling based on free spaced repetition scheduler algorithm

Course22 ⭐ 1,878

The fast.ai course notebooks

Deep Learning With Keras Notebooks ⭐ 1,868

Jupyter notebooks for using & learning Keras

Uvadlc_notebooks ⭐ 1,860

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

Cvprojects ⭐ 1,827

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

Pytorch Gat ⭐ 1,815

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

Deep Learning Time Series ⭐ 1,811

List of papers, code and experiments using deep learning for time series forecasting

Deepschool.io ⭐ 1,788

Deep Learning tutorials in jupyter notebooks.

FMA: A Dataset For Music Analysis

Labml ⭐ 1,771

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

Hiddenlayer ⭐ 1,750

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

Simclr ⭐ 1,745

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Thorough Pytorch ⭐ 1,737

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.i

Openvino_notebooks ⭐ 1,717

📚 Jupyter notebook tutorials for OpenVINO™

Nannyml ⭐ 1,695

nannyml: post-deployment data science in python

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

Captcha_break ⭐ 1,677

验证码识别

Sfmlearner ⭐ 1,637

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

Bayesian Neural Networks ⭐ 1,633

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Deeplearningfornlpinpytorch ⭐ 1,605

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

Transformer Explainability ⭐ 1,596

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Ganspace ⭐ 1,593

Discovering Interpretable GAN Controls [NeurIPS 2020]

Data Science Complete Tutorial ⭐ 1,575

For extensive instructor led learning

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

Stable Diffusion ⭐ 1,501

Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya LoRA, Kandinsky 2, DeepFloyd IF, Midjourney

Sphereface ⭐ 1,499

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

Aws Machine Learning University Accelerated Cv ⭐ 1,465

Machine Learning University: Accelerated Computer Vision Class

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

Top Deep Learning ⭐ 1,437

Top 200 deep learning Github repositories sorted by the number of stars.

Deeplearningbook Notes ⭐ 1,432

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

Nyu Dlsp21 ⭐ 1,432

NYU Deep Learning Spring 2021

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

H2o Tutorials ⭐ 1,403

Tutorials and training material for the H2O Machine Learning Platform

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.

Densedepth ⭐ 1,365

High Quality Monocular Depth Estimation via Transfer Learning

Face Mask Detection ⭐ 1,355

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

Zoedepth ⭐ 1,336

Metric depth estimation from a single image

Knet.jl ⭐ 1,336

Koç University deep learning framework.

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Gdl_code ⭐ 1,327

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

Dl Colab Notebooks ⭐ 1,314

Try out deep learning models online on Google Colab

Lectures Labs ⭐ 1,309

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

Python Deepdive ⭐ 1,298

Python Deep Dive Course - Accompanying Materials

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.

Cracking The Data Science Interview ⭐ 1,291

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Caffeonspark ⭐ 1,272

Distributed deep learning on Hadoop and Spark clusters.

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

Deep Learning Notes ⭐ 1,257

Experiments with Deep Learning

Deep Learning Coursera ⭐ 1,236

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

Ktrain ⭐ 1,188

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

Torchdyn ⭐ 1,187

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

Livelossplot ⭐ 1,169

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

Info8010 Deep Learning ⭐ 1,166

Lectures for INFO8010 - Deep Learning, ULiège

Nixtla ⭐ 1,144

Python SDK for TimeGPT

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Image Outpainting ⭐ 1,118

🏖 Keras Implementation of Painting outside the box

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.

Dl4us ⭐ 1,107

Transformers Interpret ⭐ 1,090

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

Age Gender Estimation ⭐ 1,087

Keras implementation of a CNN network for age and gender estimation

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

One Pixel Attack Keras ⭐ 1,078

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

Ssd_keras ⭐ 1,061

Port of Single Shot MultiBox Detector to Keras

Awesome Google Colab ⭐ 1,055

Google Colaboratory Notebooks and Repositories (by @firmai)

Deep Learning Experiments ⭐ 1,050

Videos, notes and experiments to understand deep learning

Deeplearning Mindmap ⭐ 1,050

A mindmap summarising Deep Learning concepts.

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