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U Net Demo ⭐ 88

U-Net图像分割练习题两则

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

Facial Expression Recognition ⭐ 86

💡My Solution to Facial Emotion Recognization in Kaggle competition

Data Science Notebooks ⭐ 86

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

Keras Image Classification ⭐ 86

Using Kaggle cats vs dogs dataset

Facial Expression Recognition ⭐ 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 Quora ⭐ 84

Kaggle Quora Questions Pairs Competition

Kaggle Cvpr 2018 Wad Video Segmentation Challenge Solution ⭐ 84

Kaggle Competition, Instance Segmentation

Competitionlist ⭐ 83

It is a list for ML/DL/DM competitions.

Air Quality Prediction Hackathon Winning Model ⭐ 83

Contains the code for the model that won Kaggle's Air Quality Prediction Hackathon

Torchflare ⭐ 83

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

Data Science Articles ⭐ 82

A collection of my blogs on Data Science and Machine learning.

House Price Prediction Analysis ⭐ 82

This is Kaggle project for the house price prediction

Spark_python_ml_examples ⭐ 81

Spark 2.0 Python Machine Learning examples

Kaggle_human_protein_baseline ⭐ 81

Human Protein Atlas Image Classification baseline:0.456

Kaggle Carvana 2017 ⭐ 80

Tgs Saltnet ⭐ 80

Kaggle | 21st place solution for TGS Salt Identification Challenge

Awesome Article Recomm ⭐ 79

优质博文推荐计划

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Pneumonia Diagnosis Using Xrays 96 Percent Recall ⭐ 79

BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagged large and had a space of 1GB+ . My work includes self laid neural network which was repeatedly tuned for one of the best hyperparameters and used vari

Kaggle Malware ⭐ 79

Kaggle 'Microsoft Malware Classification Challenge' 3rd place solution

Pytorch Image Classification ⭐ 79

Classifying cat and dog images using Kaggle dataset

Kaggle Crowdflower ⭐ 78

Kaggle 'Search Results Relevance' 2nd place solution

Hello Kaggle Guide ⭐ 78

For someone who is new at Kaggle

Wine Deep Learning ⭐ 78

Exploring applications of deep learning to the world of wine

Sklearn Feature Engineering ⭐ 78

使用sklearn做特征工程

Carvana Challenge ⭐ 77

My repository for the Carvana Image Masking Challenge

Kaggle_higgs ⭐ 77

My winning solution for Kaggle Higgs Machine Learning Challenge (single classifier, xgboost)

Bigquery_helper ⭐ 76

Helper class to simplify common read-only BigQuery tasks.

Imaterialist Furniture 2018 ⭐ 75

Kaggle competition

Keras Shufflenetv2 ⭐ 75

Keras implementation of ShuffleNet V2

Createml Playgrounds ⭐ 75

Create ML playgrounds for building machine learning models. For developers and data scientists.

Jama16 Retina Replication ⭐ 75

JAMA 2016; 316(22) Replication Study

Spark_scala_ml_examples ⭐ 75

Spark 2.0 Scala Machine Learning examples

Dogs_vs_cats ⭐ 75

Argus Tgs Salt ⭐ 74

Kaggle | 14th place solution for TGS Salt Identification Challenge

Kaggle Facebook V ⭐ 74

Second place solution for Facebook V competition on Kaggle

Dm Competition Getting Started ⭐ 74

数据挖掘竞赛(Kaggle,Data Castle,Analytics Vidhya,DrivenData)入门实践

Kaggle Rcic 1st ⭐ 73

1st Place Solution for Kaggle Recursion Cellular Image Classification Challenge -- https://www.kaggle.com/c/recursion-cellular-image-

Autogbt Alt ⭐ 73

An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.

Aicomptop ⭐ 72

比赛开源汇总

Fraud Detection ⭐ 71

Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook

Kaggle Telstra ⭐ 71

My code for Telstra Network Disruptions Kaggle competition

Kaggle Grasp And Lift ⭐ 70

Code for Kaggle EEG Detection competition

Kannada_mnist ⭐ 69

The main repository for the Kannada MNIST dataset

Allstate_capstone ⭐ 69

Allstate Kaggle Competition ML Capstone Project

Deeplearning4j ⭐ 68

All DeepLearning4j projects go here.

2018 Kaggle Adtrackingfraud ⭐ 68

2018 - Kaggle - TalkingData AdTracking Fraud Detection Challenge: Silver medal (银牌)

Photometric Classification of Astronomical Transients and Variables With Biased Spectroscopic Samples

Semantic Segmentation Of Remote Sensing Images ⭐ 68

遥感图像的语义分割，分别使用Deeplab V3+(Xception 和mobilenet V2 backbone)和unet模型，keras+python

Wheat Detection challenge on Kaggle

Kaggle_speech_recognition ⭐ 67

Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.

Ko Translation ⭐ 67

fast.ai 관련, 영문 글들을 번역하고 관리하기 위한 저장소 입니다.

Kaggle Airbus Ship Detection Challenge ⭐ 66

Oriented SSD for "Kaggle Airbus Ship Detection Challenge"

Brihaspati ⭐ 66

Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥

Machine Learning Learning Path ⭐ 65

Kaggle Kuzushiji Recognition ⭐ 65

Kaggle Kuzushiji Recognition Solution

Kaggle Quora Insincere Questions Classification ⭐ 64

Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2t Encoder方案

Sp Society Camera Model Identification ⭐ 63

IEEE's Signal Processing Society - Camera Model Identification Kaggle Competition

Kaggle Planet Understanding The Amazon From Space ⭐ 63

3rd place solution

Kaggle Contests ⭐ 63

Kaggle Solutions: A Record of My Kaggle & Other Contests Solving Journey.

머신러닝/딥러닝(PyTorch, TensorFlow) 전용 도커입니다. 한글 폰트, 한글 자연어처리 패키지(konlpy), 형태소 분석기, Timezone 등의 설정 등을 추가 하였습니다.

Kaggle Cats Dogs ⭐ 63

Kaggle Challenge of Cats and Dogs Recognition

Pytorch Cat Vs Dogs ⭐ 63

Covid19 Literature Clustering ⭐ 63

An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals and researchers to find relevant research articles.

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Kaggledays Paris ⭐ 63

Winning Solution to the Kaggle Days Paris offline competition

Kaggle Coupon Purchase Prediction ⭐ 62

Code for RECRUIT Challenge. 5th place.

Freesound Audio Tagging 2019 ⭐ 62

Freesound Audio Tagging 2019

Wide Resdnn ⭐ 62

Wide and Deep Learning(Wide&ResDNN) for Kaggle Criteo Dataset in tensorflow

Keras Cats Dogs Tutorial ⭐ 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.

Open Data ⭐ 61

Game2vec ⭐ 61

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

Kaggle Rsna ⭐ 61

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

Codercalendar Api ⭐ 61

API powering CoderCalendar Chrome Extension

Fashionai2018 ⭐ 61

FashionAI Clothes Attribute Recognition

March Madness 2017 ⭐ 61

Kaggle Competition for Predicting NCAA Basketball Tourney Games

Kernel Run ⭐ 61

Run any Jupyter notebook instantly using Kaggle kernels

Kaggle Denoising Dirty Documents ⭐ 60

6th place solution in "Denoising Dirty Documents"

Cats Dogs Cortex Redux ⭐ 60

Kaggle Cats & Dogs Redux with Cortex and Resnet50

Machine Learning Resources ⭐ 59

Home Credit Default Risk ⭐ 59

Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline

Kaggle Camera Model Identification ⭐ 58

Code for reproducing 2nd place solution for Kaggle competition IEEE's Signal Processing Society - Camera Model Identification

Caffe Regression ⭐ 58

caffe-regression examples ,kaggle face keypoint detection

Healthcheck ⭐ 58

Health Check ✔ is a Machine Learning Web Application made using Flask that can predict mainly three diseases i.e. Diabetes, Heart Disease, and Cancer.

Open Solution Ship Detection ⭐ 58

Open solution to the Airbus Ship Detection Challenge

Google Retrieval Challenge 2019 Fastai Starter ⭐ 58

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

Presentations other than book club meetings

Loan_default_prediction ⭐ 57

This is the Python Code for the submission to Kaggle's Loan Default Prediction by the ID "HelloWorld"

Kaggle Quora Question Pairs ⭐ 57

This is our team's solution report, which achieves top 10% (305/3307) in this competition.

Rsna Pneumonia ⭐ 56

3rd place solution for RSNA pneumonia detection challenge

COVID-19 Open Research Dataset (CORD-19) Analysis

Kaggle Pycon 2015 ⭐ 56

Solution code from my winning submission to Kaggle's PyCon 2015 competition

Baidu_dogs ⭐ 56

百度西交第三届大数据比赛Baseline(全国第4名)

Kaggle Allstate ⭐ 55

Allstate Purchase Prediction Challenge on Kaggle

Whale 2015 ⭐ 55

Right whale recognition

Quora_questionpairs_dl ⭐ 55

Kaggle Competition: Using deep learning to solve quora's question pairs problem

Fast k-Nearest Neighbors Classifier for Large Datasets

Avito Duplicates Kaggle ⭐ 55

Solution for Avito Duplicate Ads Detection competition

Datacamp_facebook_live_titanic ⭐ 55

DataCamp Facebook Live Code Along Session 2: Learn how to complete a Kaggle competition using exploratory data analysis, data munging, data cleaning and machine leaning. Enjoy.

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