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kaggle

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donnemartin / data-science-ipython-notebooks

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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.

python aws data-science machine-learning caffe theano big-data spark deep-learning hadoop tensorflow numpy scikit-learn keras pandas kaggle scipy matplotlib mapreduce

Updated Oct 1, 2020
Python

LightGBM

microsoft / LightGBM

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Open

[R-package] confusing error when using lgb.train() with an unknown metric

2

jameslamb commented Oct 25, 2020

How you are using LightGBM?

LightGBM component: R package

Environment info

Operating System: macOS 10.14

C++ compiler version: gcc 8.1.0

CMake version: 3.17.3

R version: 4.0.2

LightGBM version or commit hash: https://github.com/microsoft/LightGBM/tree/c07644d1d71540204a9b56f26667e8180bd009e2

Reproducible example(s)

Thanks to @Laurae2 for sharing this with m

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good first issue question r-package

Open

[R-package] use keyword arguments for all internal function calls

6

Open

[python] suppress the warning about categorical feature override

3

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d2l-ai / d2l-en

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Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.

python data-science machine-learning natural-language-processing computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle

Updated Nov 25, 2020
Python

apachecn / Interview

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Interview = 简历指南 + LeetCode + Kaggle

python machine-learning leetcode interview kaggle

Updated Sep 10, 2020
Jupyter Notebook

catboost / catboost

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Open

Custom c++ metric Run Problem

gavrenkov commented Jun 17, 2020

Problem:
catboost version: 0.23.2
Operating System: all
Tutorial: https://github.com/catboost/tutorials/blob/master/custom_loss/custom_metric_tutorial.md

Impossible to use custom metric (С++).

Code example

from catboost import CatBoost
train_data = [[1, 4, 5, 6],

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bug good first issue

Open

Suggestion for Catboost Tutorial

8

Open

Implement ColumnDescriptionClass

1

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Mikoto10032 / DeepLearning

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

machine-learning deep-learning mxnet tensorflow cnn pytorch kaggle gan rnn machinelearning deeplearning gcn

Updated Nov 21, 2020
Jupyter Notebook

Pytorch-UNet

milesial / Pytorch-UNet

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

pytorch kaggle tensorboard convolutional-networks unet semantic-segmentation densecrf pytorch-unet tensorboard-pytorch

Updated Oct 25, 2020
Python

TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

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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.

Updated Nov 23, 2020
Python

girls-in-ai / Girls-In-AI

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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

machine-learning deep-learning jupyter-notebook python3 kaggle girl

Updated Jul 5, 2019
Jupyter Notebook

ChenglongChen / kaggle-CrowdFlower

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

nlp natural-language-processing kaggle search-relevance semantic-matching kaggle-crowdflower kaggle-competetion relevance-competition

Updated May 14, 2016
C++

datawhalechina / competition-baseline

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数据科学竞赛各种baseline代码、思路分享

data-science deep-learning kaggle data-competition

Updated Nov 22, 2020
Jupyter Notebook

Arturus / kaggle-web-traffic

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1st place solution

timeseries time-series tensorflow kaggle rnn seq2seq cudnn rnn-encoder-decoder kaggle-web-traffic cocob

Updated Oct 15, 2018
Jupyter Notebook

EliotAndres / kaggle-past-solutions

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A searchable compilation of Kaggle past solutions

data-science awesome kaggle compilation

Updated Dec 23, 2019
HTML

QuantScientist / Deep-Learning-Boot-Camp

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A community run, 5-day PyTorch Deep Learning Bootcamp

python data-science machine-learning meetup deep-learning gpu docker-image cuda pytorch kaggle nvidia kaggle-competition cuda-kernels bootcamp kaggle-scripts pytorch-tutorial pycuda pytorch-tutorials

Updated Sep 29, 2020
Jupyter Notebook

MLBox

AxeldeRomblay / MLBox

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MLBox is a powerful Automated Machine Learning python library.

Updated Nov 24, 2020
Python

BloodAxe / pytorch-toolbelt

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PyTorch extensions for fast R&D prototyping and Kaggle farming

python machine-learning deep-learning pipeline image-processing pytorch kaggle image-classification segmentation object-detection image-segmentation augmentation focal-loss tta jaccard-loss test-time-augmentation

Updated Nov 21, 2020
Python

entron / entity-embedding-rossmann

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kaggle categorical-data categorical-features entity-embedding one-hot-encoding

Updated Jan 21, 2020
Jupyter Notebook

HouJP / kaggle-quora-question-pairs

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

kaggle quora feature-engineering

Updated Dec 20, 2017
Python

chocoluffy / deep-recommender-system

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深度学习在推荐系统中的应用及论文小结。

data-science deep-learning kaggle recommendation-system

Updated Oct 5, 2020
Jupyter Notebook

ypeleg / HungaBunga

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

learning machine scikit-learn sklearn kaggle fit force brute predict automl

Updated Aug 2, 2020
Python

jeongyoonlee / Kaggler

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Code for Kaggle Data Science Competitions

python machine-learning kaggle feature-engineering automl kaggler

Updated Oct 15, 2020
Python

juliandewit / kaggle_ndsb2017

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Kaggle datascience bowl 2017

machine-learning deep-learning tensorflow keras kaggle medical-imaging

Updated Apr 13, 2018
Python

jiegzhan / multi-class-text-classification-cnn-rnn

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

text-classification tensorflow cnn embeddings kaggle lstm rnn

Updated Mar 23, 2018
Python

ypwhs / dogs_vs_cats

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猫狗大战

keras jupyter-notebook kaggle image-classification resnet keras-tutorials inception xception

Updated Sep 22, 2020
Jupyter Notebook

Face-Mask-Detection

chandrikadeb7 / Face-Mask-Detection

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

python machine-learning caffe computer-vision deep-learning keras python3 kaggle python-3 keras-tensorflow bing-search face-mask ssd-mobilenet mobilenetv2 covid-19 facemaskdetect mask-detection face-mask-detection mask-detection-system facemask-detection

Updated Oct 27, 2020
Python

interviewBubble / Data-Science-Competitions

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

data-science machine-learning kaggle kaggle-competition xgboost data-science-competition competition-code analytics-vidhya data-science-competitions datahack-competition machinehack-competition kaggle-winning-solutions-github kaggle-competition-solutions kaggle-competition-for-beginners kaggle-solutions-github competitive-data-science-github

Updated Jan 30, 2020

catboost / tutorials

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CatBoost tutorials repository

ipython ipython-notebook tutorials kaggle catboost titanic-dataset

Updated Nov 18, 2020
Jupyter Notebook

ChenglongChen / kaggle-HomeDepot

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

nlp natural-language-processing kaggle kaggle-competition search-relevance semantic-matching kaggle-homedepot relevance-competition

Updated Dec 31, 2018
Python

amirassov / kaggle-imaterialist

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

computer-vision deep-learning pytorch kaggle object-detection instance-segmentation imaterialist mmdetection kaggle-imaterialist hybrid-task-cascade

Updated Jan 12, 2020
Python

ClimbsRocks / machineJS

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

javascript data-science machine-learning scikit-learn machine-learning-algorithms ml javascript-library kaggle machine-learning-library data-scientists automl numerai automated-machine-learning auto-ml

Updated Aug 29, 2016
Python

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