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93 search results found
Data Science Ipython Notebooks
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25,668
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
D2l En
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21,912
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Artificial Intelligence Deep Learning Machine Learning Tutorials
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3,436
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Transparent_latent_gan
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1,807
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
Mlbox
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1,403
MLBox is a powerful Automated Machine Learning python library.
Entity Embedding Rossmann
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694
Kaggle_ndsb2017
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568
Kaggle datascience bowl 2017
Dogs_vs_cats
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549
猫狗大战
D2l Vi
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483
Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.
Amazon Forest Computer Vision
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366
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Kaggle_salt_bes_phalanx
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270
Winning solution for the Kaggle TGS Salt Identification Challenge.
Kaggle Carvana Image Masking Challenge
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253
Lifetime_value
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212
Kaggle Dsb2 Keras
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181
Keras tutorial for Kaggle 2nd Annual Data Science Bowl
Ultrasound Nerve Segmentation
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174
Kaggle Ultrasound Nerve Segmentation competition [Keras]
Deeptoxic
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166
top 1% solution to toxic comment classification challenge on Kaggle.
Human Action Recognition With Keras
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145
Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)
Kaggle Competition Favorita
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138
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Recommender_system_with_python
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124
recommender system tutorial with Python
Kaggle Code
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95
A repository for some of the code I used in kaggle data science & machine learning tasks.
Kaggle_distracted_driver
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91
Solutions
Keras Image Classification
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86
Using Kaggle cats vs dogs dataset
Data Science Notebooks
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86
Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
Facial Expression Recognition
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86
💡My Solution to Facial Emotion Recognization in Kaggle competition
Facial Expression Recognition
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84
Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representat
Kaggle Carvana 2017
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80
80 TFlops
Keras Shufflenetv2
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75
Keras implementation of ShuffleNet V2
Allstate_capstone
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69
Allstate Kaggle Competition ML Capstone Project
Machine Learning Learning Path
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65
Kaggle Planet Understanding The Amazon From Space
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63
3rd place solution
Fashionai2018
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61
FashionAI Clothes Attribute Recognition
Keras Cats Dogs Tutorial
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61
A practical example of image classifier with Keras 2.x and TensorFlow backend, using the Kaggle Cats vs. Dogs dataset. By taking advantage of Keras' image data augmentation capabilities (and also random cropping), we were able to achieve 99% accuracy on the trained model with only 2,000 images in the training set.
Baidu_dogs
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56
百度西交第三届大数据比赛Baseline(全国第4名)
Quora_questionpairs_dl
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55
Kaggle Competition: Using deep learning to solve quora's question pairs problem
Lung Diseases Classifier
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52
Diseases Detection from NIH Chest X-ray data
Realtime Emotion Detection
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49
Realtime Emotion Detection Using Keras
Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras
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36
What makes convnets so powerful at image classification?
Kaggledatasets
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33
Collection of Kaggle Datasets ready to use for Everyone (Looking for contributors)
Fer
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33
Facial Expression Recognition
Dku Kaggle Class
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28
단국대 SW중심대학 2020년도 오픈소스SW설계 - 캐글뽀개기 수업 일정 및 강의자료
Digit_recognizer
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27
CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).
Udacity Mlnd Deeplearning Capstone
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24
Transfer Learning with VGG16 neural network architecture implemented by Keras on multi-class fish classification problem with data from Nature Conservancy Fishery Monitoring Competition on Kaggle.
Cat_vs_dog
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24
猫狗大战
Kaggle Avito Nn
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23
The 18th Place Solution to Avito Demand Prediction Challenge
Mnist_cnn_swish
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21
I have a Keras ReLU model that score 0.99457 on kaggle submission. I choose that model and Change all the ReLU activation to Swish. That model achieve 0.99671 .
Open Solution Cdiscount Starter
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19
Open solution to the Cdiscount’s Image Classification Challenge
Deeplearning
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17
deeplearning tour
Dogsvscats
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17
Kaggle Cats vs. Dogs Redux Edition
Credit Card Fraud
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17
Speech Recognition Transfer Learning
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16
Speech command recognition DenseNet transfer learning from UrbanSound8k in keras tensorflow
Cat Dog Cnn Classifier
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16
This classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.
Sign_language_mnist
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15
Tutorial for Vitis AI using the Sign Language MNIST
Ultrasound Nerve Segmentation
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15
Kaggle ultrasound nerve segmentation using Keras
Kaggle Cdiscount Image Classification Challenge
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15
Kaggle Twitter Sentiment Analysis
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15
Kaggle Twitter Sentiment Analysis Competition
Kaggle_humpback_whale_identification
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14
68th palce solution in Kaggle Humpback Whale Identification.
Kagglelib
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13
A library of most useful basic functions for Kaggle competitions
Kaggle Doodle Recognition
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13
kaggle Quick, Draw! Doodle Recognition Challenge 代码
Data Science
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13
A repository to showcase the upskilling of self in theoretical & applied aspects of data science during the ongoing sabbatical of 23 months(Jan. 2022 - Nov 2023*) along with hand written notes. It's an "attempt" to pursue masters in data science using Internet as an open university.
Storeitemdemand
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13
(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.
Kaggle Rossmann
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12
Prediction model for Kaggle/Rossmann competition.
Toxic_comments
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12
Toxic Comment Classification Challenge | Kaggle
Image Classification Transfer Learning
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12
Building ResNet152 Model for Image Classification with Small Dataset (95% accuracy) | Tensorflow 2.0
Mnist Digit Recognizer Cnn Keras 99.66
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11
Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.
Study
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10
Study about Artificial Intelligence 🤖, Machine Learning 🚀, and Deep Learning 🧬. Plus, Electrical Engineering ⚡ and Computer Science 💻.
Dl_text_classification
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10
Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.
Quora Question Pairs
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10
Quora Duplicated Question Challenge (Kaggle Competition)
Ship Image Classification Challenge
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10
Solution for Analytic's Vidhya Game of Deep Learning Shiip Image Classification Challenge
Reproduce_porto_winner_solution
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10
Trying to reproduce the Kaggle Porto Seguro winner solution
Face Clustering
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10
Code for the paper "Transfer Learning for Facial Attribute Prediction and Clustering" (iSCI 2019)
Kaggle Digit Recognizer
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10
Kaggle入门级比赛-数字识别
Stackexchange Transfer Learning
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9
Kaggle top 1% solution for transfer learning
Mobilenet Keras
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8
Mobilenet-Keras
2d Ultrasound Detection And Segmentation
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8
【医学影像分析】2D超声图像的分割检测(Ultrasound Nerve Segmentation | Kaggle数据集)
Amazon River Monitoring
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7
Kaggle Contest
100day Ml Marathon
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7
Personal upload space for the 100Day-ML-Marathon, which is a marathon of training your machine learning skill on Kaggle in 100 consecutive days.
Real Time Emotion Detection
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7
Realtime Emotion Detection Using Keras
Speaker Identification
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7
Speaker Identification using Neural Net.
Kaggle Plant Seedlings Classification
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7
Fisheries Monitoring Deep Learning
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7
Deep learning model to detect and classify fishes
Heart Disease Model
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7
We build models for heart disease prediction using scikit-learn and keras. Based on the 'Cleveland Dataset' available on kaggle.
Speech_recognition
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6
Convolutional Neural Network for Speech Recognition, implemented in Ms. Pacman game
Deep_learning_easy_style
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6
Animegan
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6
A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters
Kaggle_notebooks
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6
Kaggle Keypoints Detection Keras
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5
kaggle keypoints detection tutorial by keras with tensorflow
American Express Default Prediction
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5
Machine learning solutions for the American Express credit default prediction Kaggle competition
Asu_recipe_recommendation_bot
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5
A deep learning CNN model with 9 layers used for image classification of food ingredients and recipes. This recipe recommendation bot will recommend recipes based on image or text user input. Deployed in the Telegram app under ASU_Chef_Bot.
D2l Keras
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5
d2l-ai tensorflow keras implementation (updating chapter 10 ...)
Kaggle Competition Humpback Whale Identification Challenge
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5
kaggle competition Humpback Whale Identification Challenge
Invasive Species Monitoring
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5
Kaggle Contest
Unet_keras_tensorboard
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5
Implementation of Unet on Keras with BatchNormalization and Tensorboard visualization.
Datmo Tutorials
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5
Tutorials and training material for the Datmo Platform
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