Tools
Keras
XGBoost
Pytorch
LightGBM
FastAI
Tensorflow
H2O
Catboost
NLTK
AutoML
sklearn
Prophet
Python
R
OpenCV
NN Arch
CNN
RNN
LSTM
Transformer
MobileNet
Xception
Autoencoder
GAN
RCNN
UNet
ResNet
VGG
EfficientNet
Densenet
Inception
YOLO
ResNeXT
ML Model
Random Forest
Logistic Regression
Gradient Boosting
PCA
SVM
kNN
TfIdf
ARIMA
Word2Vec
TSNE
GloVe
Technique
Ensembling
Augmentation
Preprocessing
Visualization
EDA
Feature Engineering
Fine Tuning
Transfer Learning
Optimization
Clustering
Metric Learning
Cleaning
Embeddings
Bayesian
Grid Search
Denoising
Validation
Genetic Algorithm
Task Domain
Classification
Regression
Text
Detection
Segmentation
CV
Time Series
Forecasting
Sentiment Analysis
Search
Recognition
Audio
3D
2D
Face
Adversarial
Similarity
Misc
GPU
TPU
Leak
Metrics
MSE
AUC
NLL
mAP
Accuracy
F1
IoU
Cohen Kappa
Traveling Santa
Gini
NDCG@k
Edit Distance
Custom
sklearn
Data Science London + Scikit-learn
Scikit-learn is an open-source machine learning library for Python. Give it a try here!
Leaf Classification
Can you see the random forest for the leaves?
Grasp-and-Lift EEG Detection
Identify hand motions from EEG recordings
Home Depot Product Search Relevance
Predict the relevance of search results on homedepot.com
Introducing Kaggle Scripts
Your code deserves better
Spooky Author Identification
Share code and discuss insights to identify horror authors from their writings
Predicting a Biological Response
Predict a biological response of molecules from their chemical properties
Reducing Commercial Aviation Fatalities
Can you tell when a pilot is heading for trouble?
Zillow Prize: Zillow’s Home Value Prediction (Zestimate)
Can you improve the algorithm that changed the world of real estate?
Predicting Red Hat Business Value
Classify customer potential
Sberbank Russian Housing Market
Can you predict realty price fluctuations in Russia’s volatile economy?
Home Credit Default Risk
Can you predict how capable each applicant is of repaying a loan?
WSDM - KKBox's Music Recommendation Challenge
Can you build the best music recommendation system?
Restaurant Revenue Prediction
Predict annual restaurant sales based on objective measurements
Prudential Life Insurance Assessment
Can you make buying life insurance easier?
Springleaf Marketing Response
Determine whether to send a direct mail piece to a customer
Google QUEST Q&A Labeling
Improving automated understanding of complex question answer content
DonorsChoose.org Application Screening
Predict whether teachers' project proposals are accepted
Ghouls, Goblins, and Ghosts... Boo!
Can you classify monsters haunting Kaggle?
Avito Context Ad Clicks
Predict if context ads will earn a user's click
What's Cooking? (Kernels Only)
Use recipe ingredients to categorize the cuisine
Otto Group Product Classification Challenge
Classify products into the correct category
March Machine Learning Mania 2017
Predict the 2017 NCAA Basketball Tournament
BigQuery-Geotab Intersection Congestion
Can you predict wait times at major city intersections?
Categorical Feature Encoding Challenge II
Binary classification, with every feature a categorical (and interactions!)