Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…
#
kaggle
Repositories 1,499
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree al…
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, reg…
Kaggle 项目实战（教程） = 文档 + 代码 + 视频（欢迎参与）
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding in…
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
Python
Updated Mar 15, 2019
Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.
deep-learning
machine-learning
book
notebook
computer-vision
natural-language-processing
python
kaggle
data-science
Python
Updated Mar 22, 2019
1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-re…
C++
Updated May 14, 2016
A community run, 5-day PyTorch Deep Learning Bootcamp
gpu
nvidia
docker-image
python
machine-learning
deep-learning
data-science
cuda-kernels
kaggle-competition
cuda
pytorch
pytorch-tutorials
pytorch-tutorial
bootcamp
meetup
kaggle
kaggle-scripts
pycuda
Jupyter Notebook
Updated Oct 24, 2018
A searchable compilation of Kaggle past solutions
HTML
Updated Mar 18, 2019
1st place solution
kaggle-web-traffic
kaggle
time-series
timeseries
rnn-encoder-decoder
rnn
tensorflow
cudnn
cocob
seq2seq
Jupyter Notebook
Updated Oct 15, 2018
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
Python
Updated Feb 7, 2019
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
Python
Updated Jan 28, 2019
kaggle
data-science
machine-learning
big-data
python
eda
deep-learning-tutorial
data-visualization
data-analysis
data-cleaning
feature-extraction
numpy-tutorial
pandas-tutorial
seaborn
sklearn
kaggle-competition
jupyter-notebook
deep-neural-networks
deep-learning
deep-learning-algorithms
Jupyter Notebook
Updated Mar 20, 2019
Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)
Python
Updated Dec 20, 2017
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Wor…
Python
Updated Mar 23, 2018
Kaggle datascience bowl 2017
Python
Updated Apr 13, 2018
猫狗大战
Jupyter Notebook
Updated May 21, 2018
[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this p…
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
Python
Updated Aug 29, 2016
Turing Test's 3rd Place Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.co…
Python
Updated Dec 31, 2018
Open solution to the Home Credit Default Risk challenge 🏡
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
Python
Updated Mar 19, 2019
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
Jupyter Notebook
Updated May 18, 2018
Kaggle TGS Salt Identification Challenge 2018 4th place code
Python
Updated Jan 10, 2019
Python
Updated Jun 15, 2018
Code for Kaggle-CIFAR10 competition. 5th place.
Lua
Updated Mar 1, 2016
Python
Updated Sep 14, 2017
Pytorch starter kit for Kaggle competitions
pytorch
kaggle
deep-learning
jupyter-notebook
machine-learning
kaggle-competition
pytorch-tutorial
python3
Jupyter Notebook
Updated Aug 27, 2017
Toxic Comment Classification Challenge
Python
Updated Jan 22, 2018
4th Place Solution for Mercari Price Suggestion Challenge on Kaggle (https://www.kaggle.com/c/mercari-price-suggestio…
Python
Updated Jul 24, 2018
从零基础开始机器学习之旅
tensorflow
ml
machine-learning
awesome
anomalydetection
python
kaggle
pandas
nlp
sklearn
deep-learning
Jupyter Notebook
Updated Nov 15, 2018
Open solution to the Data Science Bowl 2018
data-science
machine-learning
deep-learning
kaggle
data-science-bowl
python
image-processing
segmentation
python3
data-science-bowl-2018
open-source
medical-imaging
medical-image-processing
neptune
unet
unet-image-segmentation
unet-pytorch
Python
Updated Jan 6, 2019