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Search results for kaggle

1,315 search results found

Data Science Ipython Notebooks ⭐ 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 ⭐ 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.

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

Lightgbm ⭐ 16,056

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Interview ⭐ 8,372

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

Pytorch Unet ⭐ 7,861

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Catboost ⭐ 7,564

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Competition Baseline ⭐ 3,773

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Kaggle Solutions ⭐ 3,579

🏅 Collection of Kaggle Solutions and Ideas 🏅

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 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.

Awesome Machine Learning Cn ⭐ 3,312

机器学习资源大全中文版，包括机器学习领域的框架、库以及软件

Data Competition Topsolution ⭐ 2,847

Data competition Top Solution 数据竞赛top解决方案开源整理

Learn_data_science_in_3_months ⭐ 2,538

This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube

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 Tutorial ⭐ 1,983

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

Colabcode ⭐ 1,923

Run VSCode (codeserver) on Google Colab or Kaggle Notebooks

Pandas Videos ⭐ 1,808

Jupyter notebook and datasets from the pandas Q&A video series

Transparent_latent_gan ⭐ 1,807

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

Kaggle Crowdflower ⭐ 1,755

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Mlbox ⭐ 1,403

MLBox is a powerful Automated Machine Learning python library.

Kaggle Web Traffic ⭐ 1,402

1st place solution

Kaggle Past Solutions ⭐ 1,292

A searchable compilation of Kaggle past solutions

Kaggle Ensemble Guide ⭐ 1,201

Code for the Kaggle Ensembling Guide Article on MLWave

Ternausnet ⭐ 1,008

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

Awesome Bci ⭐ 990

Curated Collection of BCI resources

Tutorials ⭐ 915

CatBoost tutorials repository

Data Science Competitions ⭐ 789

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

Lofo Importance ⭐ 785

Leave One Feature Out Importance

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Lightautoml ⭐ 769

LAMA - automatic model creation framework

Kaggler ⭐ 723

Code for Kaggle Data Science Competitions

Hungabunga ⭐ 698

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

Entity Embedding Rossmann ⭐ 694

Kaggle Quora Question Pairs ⭐ 684

Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

Kaggle Cli ⭐ 679

(Deprecated, use https://github.com/Kaggle/kaggle-api instead) An unofficial Kaggle command line tool.

Lightautoml ⭐ 678

Fast and customizable framework for automatic ML model creation (AutoML)

Kaggle Titanic ⭐ 656

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

Data Science Projects ⭐ 623

DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.

Pythondatascience Collections ⭐ 615

最全数据分析资料汇总（含python、爬虫、数据库、大数据、tableau、统计学等）

A collection of Kaggle solutions. Not very polished.

Deep Recommender System ⭐ 591

深度学习在推荐系统中的应用及论文小结。

Kaggle_ndsb2017 ⭐ 568

Kaggle datascience bowl 2017

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Brain Segmentation Pytorch ⭐ 554

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

Web Traffic Forecasting ⭐ 552

Kaggle | Web Traffic Forecasting 📈

Dogs_vs_cats ⭐ 549

Ai_competitions ⭐ 539

AI比赛相关信息汇总

Pytorch Best Practice ⭐ 499

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

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.

Kaggle Galaxies ⭐ 474

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-cha

Kaggle Homedepot ⭐ 465

3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.

Open Solution Home Credit ⭐ 446

Open solution to the Home Credit Default Risk challenge 🏡

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

Dfdc_deepfake_challenge ⭐ 431

A prize winning solution for DFDC challenge

Chefboost ⭐ 428

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

Learntools ⭐ 424

Tools and tests used in Kaggle Learn exercises

Interactive Machine Learning List ⭐ 414

A collaborative list of interactive Machine Learning, Deep Learning and Statistics websites

Machinejs ⭐ 412

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

Youtube 8m Willow ⭐ 410

Kaggle Youtube 8M WILLOW approach

Awesome Data Comp Solution ⭐ 407

数据科学/人工智能比赛解决方案汇总

Kaggle Imaterialist ⭐ 406

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

Amazon Forest Computer Vision ⭐ 366

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

Open Solution Mapping Challenge ⭐ 363

Open solution to the Mapping Challenge 🌎

🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋

Tgs Salt Identification ⭐ 341

TGS Salt Identification

Code related to blog posts on my Medium page

Pylightgbm ⭐ 328

Python binding for Microsoft LightGBM

Kaggle Talkingdata Visualization ⭐ 326

Source code for blog post: Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python

Mlcrate ⭐ 321

A python module of handy tools and functions, mainly for ML and Kaggle

Erlemar.github.io ⭐ 321

Data science portfolio

Kaggle_criteo_ctr_challenge ⭐ 302

This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。

Kagglebook ⭐ 299

Awesome Noah ⭐ 290

:octocat: AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Ctrnet Tool ⭐ 285

This's the tool for CTR, including FM, FFM, NFFM and so on.

Pyconuk Introtutorial ⭐ 284

practical introduction to pandas and scikit-learn via Kaggle problems - Sept 2014

Nyaggle ⭐ 276

Code for Kaggle and Offline Competitions

Burn Detection Classification ⭐ 275

Highly Accurate and Efficient Burn detection and Classification trained with Deep Learning Model

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

My Data Competition Experience ⭐ 271

本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

Kaggle_salt_bes_phalanx ⭐ 270

Winning solution for the Kaggle TGS Salt Identification Challenge.

Machine Learning For Finance ⭐ 268

Machine Learning for Finance, published by Packt

Argus Freesound ⭐ 266

Kaggle | 1st place solution for Freesound Audio Tagging 2019

Pytorch Saltnet ⭐ 259

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

Pytorch Kaggle Starter ⭐ 258

Pytorch starter kit for Kaggle competitions

Kaggle Carvana Image Masking Challenge ⭐ 253

Painters ⭐ 251

🎨 Winning solution for the Painter by Numbers competition on Kaggle

Recsys Dataset ⭐ 244

🛍 A real-world e-commerce dataset for session-based recommender systems research.

Toxic Comment Classification Challenge

Tensorflow Xnn ⭐ 241

Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.

Kaggle Cifar10 Torch7 ⭐ 241

Code for Kaggle-CIFAR10 competition. 5th place.

Fm_ftrl ⭐ 240

Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition

Gwu_data_mining ⭐ 228

Materials for GWU DNSC 6279 and DNSC 6290.

Kaggle Knowhow ⭐ 218

Kaggle-Knowhow(Korean Ver) 한국분들을 위한 Kaggle 자료 모음입니다

Quest_qa_labeling ⭐ 215

Google QUEST Q&A Labeling. Improving automated understanding of complex question answer content

Pipelinex ⭐ 212

PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more

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