kaggle

There are 94 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.
aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano
Language:Python 25170
d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 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 18093
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++ 15042
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 10408
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 8116
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 7181
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 6919
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 3446
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 3435
kaggle-solutions
faridrashidi / kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
kaggle competition solutions data-science awesome machine-learning data-mining
Language:HTML 2945
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
deep-learning girl jupyter-notebook kaggle machine-learning python3
Language:Jupyter Notebook 2697
Arturus / kaggle-web-traffic
1st place solution
kaggle-web-traffic kaggle time-series timeseries rnn-encoder-decoder rnn tensorflow cudnn cocob seq2seq
Language:Jupyter Notebook 1764
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++ 1752
EliotAndres / kaggle-past-solutions
A searchable compilation of Kaggle past solutions
kaggle compilation awesome data-science
Language:HTML 1468
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 1425
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 1394
visual-layer / fastdup
fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.
data-curation dataset deep-learning image-duplicate-detection machine-learning novelty-detection object-detection outlier-detection python visual-search data-augmentation image-classification kaggle similarity image image-classfication image-processing visualization-tools
Language:Python 1056
catboost / tutorials
CatBoost tutorials repository
catboost tutorials ipython-notebook ipython kaggle titanic-dataset
Language:Jupyter Notebook 892
entron / entity-embedding-rossmann
entity-embedding kaggle one-hot-encoding categorical-data categorical-features
Language:Jupyter Notebook 855
sberbank-ai-lab / LightAutoML
LAMA - automatic model creation framework
automated-machine-learning automl blackbox classification data-science ensembling feature-engineering gradient-boosting kaggle lama linear-model model-selection multiclass nlp parameter-tuning pipeline pytorch regression stacking whitebox
Language:Python 814
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 770
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
767
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 730
jeongyoonlee / Kaggler
Code for Kaggle Data Science Competitions
kaggle python machine-learning feature-engineering automl kaggler
Language:Python 727
alexattia / Data-Science-Projects
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
kaggle hackerrank machine-learning python challenge
Language:Jupyter Notebook 700
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 681
juliandewit / kaggle_ndsb2017
Kaggle datascience bowl 2017
deep-learning kaggle keras machine-learning medical-imaging tensorflow
Language:Python 616
selimsef / dfdc_deepfake_challenge
A prize winning solution for DFDC challenge
deepfakes kaggle deepfake-detection
Language:Python 606
ypwhs / dogs_vs_cats
猫狗大战
kaggle image-classification keras-tutorials keras resnet inception xception jupyter-notebook
Language:Jupyter Notebook 605
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 590
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 522
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 496
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 480
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 468
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 461
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 448

kaggle

donnemartin / data-science-ipython-notebooks

d2l-ai / d2l-en

microsoft / LightGBM

Mikoto10032 / DeepLearning

apachecn / Interview

catboost / catboost

milesial / Pytorch-UNet

datawhalechina / competition-baseline

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

faridrashidi / kaggle-solutions

girls-in-ai / Girls-In-AI

Arturus / kaggle-web-traffic

ChenglongChen / kaggle-CrowdFlower

EliotAndres / kaggle-past-solutions

AxeldeRomblay / MLBox

BloodAxe / pytorch-toolbelt

visual-layer / fastdup

catboost / tutorials

entron / entity-embedding-rossmann

sberbank-ai-lab / LightAutoML

chocoluffy / deep-recommender-system

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

HouJP / kaggle-quora-question-pairs

jeongyoonlee / Kaggler

alexattia / Data-Science-Projects

ypeleg / HungaBunga

juliandewit / kaggle_ndsb2017

selimsef / dfdc_deepfake_challenge

ypwhs / dogs_vs_cats

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

d2l-ai / d2l-vi

sb-ai-lab / LightAutoML

amirassov / kaggle-imaterialist

ChenglongChen / kaggle-HomeDepot

EvilPsyCHo / Deep-Time-Series-Prediction

4paradigm / AutoX