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machine-learning
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271 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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20,613
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
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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
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16,053
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
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8,372
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
Catboost
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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
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7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Kaggle Solutions
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3,579
🏅 Collection of Kaggle Solutions and Ideas 🏅
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.
Girls In Ai
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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
Pytorch Toolbelt
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1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
Mlbox
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1,403
MLBox is a powerful Automated Machine Learning python library.
Data Science Competitions
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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
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785
Leave One Feature Out Importance
Lightautoml
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769
LAMA - automatic model creation framework
Kaggler
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723
Code for Kaggle Data Science Competitions
Lightautoml
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678
Fast and customizable framework for automatic ML model creation (AutoML)
Kaggle Titanic
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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
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623
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
Kaggle_ndsb2017
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568
Kaggle datascience bowl 2017
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.
Open Solution Home Credit
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444
Open solution to the Home Credit Default Risk challenge 🏡
Autox
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431
AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.
Chefboost
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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
Interactive Machine Learning List
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414
A collaborative list of interactive Machine Learning, Deep Learning and Statistics websites
Machinejs
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412
[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml
Rgf
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371
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.
Open Solution Mapping Challenge
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363
Open solution to the Mapping Challenge 🌎
Erlemar.github.io
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321
Data science portfolio
Awesome Noah
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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)
Nyaggle
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276
Code for Kaggle and Offline Competitions
Burn Detection Classification
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275
Highly Accurate and Efficient Burn detection and Classification trained with Deep Learning Model
Upgini
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272
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
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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
Pytorch Kaggle Starter
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258
Pytorch starter kit for Kaggle competitions
Painters
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251
🎨 Winning solution for the Painter by Numbers competition on Kaggle
Recsys Dataset
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244
🛍 A real-world e-commerce dataset for session-based recommender systems research.
Toxic
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243
Toxic Comment Classification Challenge
Gwu_data_mining
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228
Materials for GWU DNSC 6279 and DNSC 6290.
Pipelinex
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212
PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more
Machinehearing
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210
Machine Learning applied to sound
Machine Learning
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196
从零基础开始机器学习之旅
Hello Kaggle Guide Kor
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185
Kaggle을 처음 접하는 사람들을 위한 문서
Open Solution Data Science Bowl 2018
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158
Open solution to the Data Science Bowl 2018
D2l Java
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153
The Java implementation of Dive into Deep Learning (D2L.ai)
Open Solution Toxic Comments
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151
Open solution to the Toxic Comment Classification Challenge
Kaggle Competition Favorita
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138
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Widendeep
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128
wide and deep labs and samples
Machine Learning
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125
Demonstrates data munging, analysis and visualization techniques
Recommender_system_with_python
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124
recommender system tutorial with Python
Xgboost_ray
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121
Distributed XGBoost on Ray
Data Science Case Studies
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115
Data Science Case Studies for computer science students.
Deep_learning_in_python_2018
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114
Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.
Ml Resource
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110
A concise resource repository for machine learning
Kaggle Quora Question Pairs
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106
My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
Ml Dl Scripts
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106
The repository provides usefull python scripts for ML and data analysis
How To Score 0.8134 In Titanic Kaggle Challenge
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105
Solution of the Titanic Kaggle competition
Kaggle Code
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95
A repository for some of the code I used in kaggle data science & machine learning tasks.
Ml Fraud Detection
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93
Credit card fraud detection through logistic regression, k-means, and deep learning.
30 Days Of Ml Kaggle
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93
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
Dataminingnotesandpractice
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88
记录我学习数据挖掘过程的笔记和见到的奇技,持续更新~
Kaggle Houseprices
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88
Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-i
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.
Torchflare
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83
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
Data Science Articles
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82
A collection of my blogs on Data Science and Machine learning.
Spark_python_ml_examples
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81
Spark 2.0 Python Machine Learning examples
Practicalmachinelearning
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79
A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source
Hello Kaggle Guide
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78
For someone who is new at Kaggle
Spark_scala_ml_examples
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75
Spark 2.0 Scala Machine Learning examples
Createml Playgrounds
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75
Create ML playgrounds for building machine learning models. For developers and data scientists.
Autogbt Alt
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73
An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
Fraud Detection
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71
Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook
Allstate_capstone
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69
Allstate Kaggle Competition ML Capstone Project
Deeplearning4j
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68
All DeepLearning4j projects go here.
Brihaspati
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66
Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥
Pytorch Cat Vs Dogs
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63
Covid19 Literature Clustering
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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
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63
Machine Learning (EE 5184) in NTU
Kaggle Contests
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63
Kaggle Solutions: A Record of My Kaggle & Other Contests Solving Journey.
Deepko
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63
머신러닝/딥러닝(PyTorch, TensorFlow) 전용 도커입니다. 한글 폰트, 한글 자연어처리 패키지(konlpy), 형태소 분석기, Timezone 등의 설정 등을 추가 하였습니다.
Freesound Audio Tagging 2019
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62
Freesound Audio Tagging 2019
Kaggle Rsna
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61
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
March Madness 2017
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61
Kaggle Competition for Predicting NCAA Basketball Tourney Games
Kernel Run
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61
Run any Jupyter notebook instantly using Kaggle kernels
Home Credit Default Risk
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59
Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline
Machine Learning Resources
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59
Healthcheck
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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.
Talks
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58
Presentations other than book club meetings
Open Solution Ship Detection
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58
Open solution to the Airbus Ship Detection Challenge
Cord19q
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56
COVID-19 Open Research Dataset (CORD-19) Analysis
Datatalks
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53
Public Machine Learning and Data Competition Repo
Myml
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52
My Machine Learning
Awesome Healthmetrics
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52
A curated list of awesome resources at the intersection of healthcare and AI
Mbti Personality Classifier
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51
A model which uses your social media posting predict your MBTI personality type.
Kaggle Airbnb
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51
🌍 Where will a new guest book their first travel experience?
Filmab
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51
#FilmAB Projemiz Türkçe Veri Kümesi de oluşturduğumuz bir film öneri robotudur. Arayüzümüz açıldığında size iki seçenek sunar: 1. Özet girerek: Nasıl bir film izlemek istediğinizi belirterek, 2. Birkaç film ismi girerek: Verdiğiniz filmlere benzer film isteyerek, veri kümesinde uygun filmi bulabilirsiniz. #Acıkhack2022TDDİ
Fast_retraining
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50
Show how to perform fast retraining with LightGBM in different business cases
Ml_competition_platform
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49
Kaggle-like machine learning competition platform
Kaggle Eeg
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49
Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
Summer Of Code 2023
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49
4-week long hackathon across 4 tracks App, Backend, Frontend and Machine Learning.
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