kaggle

There are 77 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 23089
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.
data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r
Language:C++ 13805
d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
book computer-vision data-science deep-learning kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch tensorflow
Language:Python 13427
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 7664
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 7501
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.
big-data catboost categorical-features coreml cuda data-mining data-science decision-trees gbdt gbm gpu gpu-computing gradient-boosting kaggle machine-learning python r tutorial
Language:C 6520
Pytorch-UNet
milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases
Language:Python 5361
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 3108
datawhalechina / competition-baseline
数据科学竞赛知识、代码、思路
kaggle data-competition data-science deep-learning
Language:Jupyter Notebook 2842
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 2437
ChenglongChen / kaggle-CrowdFlower
1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
crowdflower kaggle kaggle-competetion kaggle-crowdflower natural-language-processing nlp product-search relevance-competition search-engine search-relevance semantic-matching semantic-similarity
Language:C++ 1714
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 1679
kaggle-solutions
faridrashidi / kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
awesome competition data-mining data-science kaggle machine-learning solutions
Language:Markdown 1569
EliotAndres / kaggle-past-solutions
A searchable compilation of Kaggle past solutions
awesome compilation data-science kaggle
Language:HTML 1418
MLBox
AxeldeRomblay / MLBox
MLBox is a powerful Automated Machine Learning python library.
auto-ml automated-machine-learning automl classification data-science deep-learning distributed drift encoding kaggle keras lightgbm machine-learning optimization pipeline prediction preprocessing regression stacking xgboost
Language:Python 1319
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
augmentation deep-learning focal-loss image-classification image-processing image-segmentation jaccard-loss kaggle machine-learning object-detection pipeline python pytorch segmentation test-time-augmentation tta
Language:Python 1236
entron / entity-embedding-rossmann
entity-embedding kaggle one-hot-encoding categorical-data categorical-features
Language:Jupyter Notebook 821
catboost / tutorials
CatBoost tutorials repository
catboost tutorials ipython-notebook ipython kaggle titanic-dataset
Language:Jupyter Notebook 760
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 748
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 727
jeongyoonlee / Kaggler
Code for Kaggle Data Science Competitions
kaggle python machine-learning feature-engineering automl kaggler
Language:Python 700
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
671
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 660
juliandewit / kaggle_ndsb2017
Kaggle datascience bowl 2017
machine-learning kaggle deep-learning keras tensorflow medical-imaging
Language:Python 616
ypwhs / dogs_vs_cats
猫狗大战
kaggle image-classification keras-tutorials keras resnet inception xception jupyter-notebook
Language:Jupyter Notebook 593
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 578
selimsef / dfdc_deepfake_challenge
A prize winning solution for DFDC challenge
deepfakes kaggle deepfake-detection
Language:Python 503
alexattia / Data-Science-Projects
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
kaggle hackerrank machine-learning python challenge
Language:Jupyter Notebook 502
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.
computer-vision d2l deep-learning kaggle keras machine-learning mlbvn mxnet python pytorch tensorflow vietnamese-language
Language:Python 478
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 472
ChenglongChen / kaggle-HomeDepot
3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.
homedepot kaggle kaggle-competition kaggle-homedepot natural-language-processing nlp product-search relevance-competition search-engine search-relevance semantic-matching semantic-similarity
Language:Python 461
ClimbsRocks / machineJS
[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml
machine-learning data-science javascript machine-learning-library machine-learning-algorithms ml data-scientists javascript-library scikit-learn kaggle numerai automated-machine-learning automl auto-ml
Language:Python 410
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 409
mratsim / Amazon-Forest-Computer-Vision
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
pytorch data-augmentation kaggle-competition kaggle deep-learning computer-vision keras neural-networks neural-network-example transfer-learning
Language:Jupyter Notebook 359
RGF-team / rgf
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.
machine-learning ml decision-trees ensemble-model decision-forest regularized-greedy-forest rgf kaggle
Language:C++ 357
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 348

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