kaggle

There are 100 repositories under kaggle topic.

donnemartin / data-science-ipython-notebooks
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 machine-learning deep-learning data-science big-data aws tensorflow theano caffe scikit-learn kaggle spark mapreduce hadoop matplotlib pandas numpy scipy keras
Language:Python 26536
d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning machine-learning book notebook computer-vision natural-language-processing python kaggle data-science mxnet pytorch tensorflow keras gaussian-processes hyperparameter-optimization recommender-system reinforcement-learning jax
Language:Python 21905
LightGBM
microsoft / LightGBM
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.
gbdt gbm machine-learning data-mining distributed lightgbm gbrt microsoft decision-trees gradient-boosting python r parallel kaggle
Language:C++ 16117
Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
deeplearning cnn rnn gan machine-learning tensorflow mxnet deep-learning machinelearning pytorch gcn kaggle
Language:Jupyter Notebook 13136
apachecn / Interview
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
python kaggle machine-learning leetcode interview
Language:Jupyter Notebook 8530
Pytorch-UNet
milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
pytorch unet pytorch-unet semantic-segmentation convolutional-networks kaggle tensorboard wandb weights-and-biases deep-learning convolutional-neural-networks
Language:Python 8456
catboost / catboost
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.
machine-learning decision-trees gradient-boosting gbm gbdt python r kaggle gpu-computing catboost tutorial categorical-features gpu coreml data-science big-data cuda data-mining
Language:Python 7775
datawhalechina / competition-baseline
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 data-competition data-science deep-learning
Language:Jupyter Notebook 4035
kaggle-solutions
faridrashidi / kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
kaggle competition solutions data-science awesome machine-learning data-mining
Language:HTML 3778
TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
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.
machine-learning deep-learning tensorflow python pytorch keras lua matplotlib aws kaggle pandas scikit-learn torch artificial-intelligence neural-network convolutional-neural-networks tensorflow-tutorials python-data ipython-notebook capsule-network
Language:Python 3659
girls-in-ai / Girls-In-AI
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 girl python3 kaggle jupyter-notebook
Language:Jupyter Notebook 2976
Arturus / kaggle-web-traffic
1st place solution
cocob cudnn kaggle kaggle-web-traffic rnn rnn-encoder-decoder seq2seq tensorflow time-series timeseries
Language:Jupyter Notebook 1806
ChenglongChen / kaggle-CrowdFlower
1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
kaggle-crowdflower search-relevance natural-language-processing nlp kaggle-competetion relevance-competition semantic-matching kaggle search-engine product-search crowdflower semantic-similarity
Language:C++ 1755
pytorch-toolbelt
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
pytorch kaggle image-classification image-segmentation deep-learning segmentation python image-processing machine-learning focal-loss jaccard-loss tta test-time-augmentation augmentation object-detection pipeline
Language:Python 1487
EliotAndres / kaggle-past-solutions
A searchable compilation of Kaggle past solutions
kaggle compilation awesome data-science
Language:HTML 1479
MLBox
AxeldeRomblay / MLBox
MLBox is a powerful Automated Machine Learning python library.
machine-learning auto-ml kaggle deep-learning stacking pipeline optimization preprocessing encoding prediction distributed xgboost drift classification regression lightgbm keras automated-machine-learning automl data-science
Language:Python 1477
catboost / tutorials
CatBoost tutorials repository
catboost tutorials ipython-notebook ipython kaggle titanic-dataset
Language:Jupyter Notebook 971
sberbank-ai-lab / LightAutoML
LAMA - automatic model creation framework
automl classification regression multiclass pytorch nlp model-selection parameter-tuning automated-machine-learning lama pipeline data-science feature-engineering ensembling stacking kaggle gradient-boosting linear-model blackbox whitebox
Language:Python 871
entron / entity-embedding-rossmann
categorical-data categorical-features entity-embedding kaggle one-hot-encoding
Language:Jupyter Notebook 868
alexattia / Data-Science-Projects
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
kaggle hackerrank machine-learning python challenge
Language:Jupyter Notebook 853
the-black-knight-01 / Data-Science-Competitions
Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
data-science-competitions data-science kaggle-competition datahack-competition machinehack-competition kaggle competition-code kaggle-winning-solutions-github kaggle-competition-solutions kaggle-competition-for-beginners kaggle-solutions-github analytics-vidhya data-science-competition xgboost machine-learning competitive-data-science-github
792
chocoluffy / deep-recommender-system
深度学习在推荐系统中的应用及论文小结。
kaggle deep-learning data-science recommendation-system
Language:Jupyter Notebook 791
jeongyoonlee / Kaggler
Code for Kaggle Data Science Competitions
kaggle python machine-learning feature-engineering automl kaggler
Language:Python 739
sb-ai-lab / LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
automl data-science machine-learning python automated-machine-learning automatic-machine-learning automl-algorithms binary-classification kaggle lama multiclass-classification nlp regression
Language:Python 736
HouJP / kaggle-quora-question-pairs
Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)
kaggle quora feature-engineering
Language:Python 731
selimsef / dfdc_deepfake_challenge
A prize winning solution for DFDC challenge
deepfakes kaggle deepfake-detection
Language:Python 724
ypeleg / HungaBunga
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
scikit-learn brute force machine learning kaggle automl sklearn fit predict
Language:Python 708
juliandewit / kaggle_ndsb2017
Kaggle datascience bowl 2017
machine-learning kaggle deep-learning keras tensorflow medical-imaging
Language:Python 621
ypwhs / dogs_vs_cats
猫狗大战
kaggle image-classification keras-tutorials keras resnet inception xception jupyter-notebook
Language:Jupyter Notebook 610
jiegzhan / multi-class-text-classification-cnn-rnn
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
cnn text-classification kaggle tensorflow rnn embeddings lstm
Language:Python 592
d2l-ai / d2l-vi
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.
deep-learning machine-learning computer-vision tensorflow pytorch python kaggle keras mxnet d2l mlbvn vietnamese-language
Language:Python 589
EvilPsyCHo / Deep-Time-Series-Prediction
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
attention wavenet seq2seq time-series-forecasting series-prediction regression deep-learning toturial pytorch lstm kaggle bert
Language:Python 524
4paradigm / AutoX
AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.
kaggle machine-learning python
Language:Jupyter Notebook 495
amirassov / kaggle-imaterialist
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
computer-vision mmdetection kaggle object-detection instance-segmentation deep-learning pytorch kaggle-imaterialist hybrid-task-cascade imaterialist
Language:Python 485
ChenglongChen / kaggle-HomeDepot
3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.
kaggle kaggle-homedepot kaggle-competition search-relevance natural-language-processing nlp relevance-competition semantic-matching search-engine product-search homedepot semantic-similarity
Language:Python 465
minerva-ml / open-solution-home-credit
Open solution to the Home Credit Default Risk challenge :house_with_garden:
machine-learning deep-learning kaggle pipeline feature-engineering reproducible-experiments reproducibility pipeline-framework lightgbm xgboost neptune competition credit-scoring credit-risk open-source python python3 python35
Language:Python 447

kaggle

donnemartin / data-science-ipython-notebooks

d2l-ai / d2l-en

microsoft / LightGBM

Mikoto10032 / DeepLearning

apachecn / Interview

milesial / Pytorch-UNet

catboost / catboost

datawhalechina / competition-baseline

faridrashidi / kaggle-solutions

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

girls-in-ai / Girls-In-AI

Arturus / kaggle-web-traffic

ChenglongChen / kaggle-CrowdFlower

BloodAxe / pytorch-toolbelt

EliotAndres / kaggle-past-solutions

AxeldeRomblay / MLBox

catboost / tutorials

sberbank-ai-lab / LightAutoML

entron / entity-embedding-rossmann

alexattia / Data-Science-Projects

the-black-knight-01 / Data-Science-Competitions

chocoluffy / deep-recommender-system

jeongyoonlee / Kaggler

sb-ai-lab / LightAutoML

HouJP / kaggle-quora-question-pairs

selimsef / dfdc_deepfake_challenge

ypeleg / HungaBunga

juliandewit / kaggle_ndsb2017

ypwhs / dogs_vs_cats

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

d2l-ai / d2l-vi

EvilPsyCHo / Deep-Time-Series-Prediction

4paradigm / AutoX

amirassov / kaggle-imaterialist

ChenglongChen / kaggle-HomeDepot

minerva-ml / open-solution-home-credit