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
Custom
Abstraction and Reasoning Challenge
Create an AI capable of solving reasoning tasks it has never seen before
DS4G: Environmental Insights Explorer
Exploring alternatives for emissions factor calculations
NFL 1st and Future - Analytics
Can you investigate the relationship between the playing surface and the injury and performance of NFL athletes?
Google QUEST Q&A Labeling
Improving automated understanding of complex question answer content
2019 Kaggle ML & DS Survey
The most comprehensive dataset available on the state of ML and data science
NFL Big Data Bowl
How many yards will an NFL player gain after receiving a handoff?
Generative Dog Images
Experiment with creating puppy pics
Data Science for Good: City of Los Angeles
Help the City of Los Angeles to structure and analyze its job descriptions
iNaturalist 2019 at FGVC6
Fine-grained classification spanning a thousand species
Data Science for Good: CareerVillage.org
Match career advice questions with professionals in the field
VSB Power Line Fault Detection
Can you detect faults in above-ground electrical lines?
NFL Punt Analytics Competition
Analyze NFL game data and suggest rules to improve player safety during punt plays
Two Sigma: Using News to Predict Stock Movements
Use news analytics to predict stock price performance
TrackML Particle Tracking Challenge
High Energy Physics particle tracking in CERN detectors
iMaterialist Challenge (Furniture) at FGVC5
Image Classification of Furniture & Home Goods.
iNaturalist Challenge at FGVC5
Long tailed classification challenge spanning 8,000 species.
Santa Gift Matching Challenge
Down through the chimney with lots of toys...
NIPS 2017: Defense Against Adversarial Attack
Create an image classifier that is robust to adversarial attacks
NIPS 2017: Targeted Adversarial Attack
Develop an adversarial attack that causes image classifiers to predict a specific target class
NIPS 2017: Non-targeted Adversarial Attack
Imperceptibly transform images in ways that fool classification models
iMaterialist Challenge at FGVC 2017
Can you assign accurate description labels to images of apparel products?
iNaturalist Challenge at FGVC 2017
Fine-grained classification challenge spanning 5,000 species.
Mercedes-Benz Greener Manufacturing
Can you cut the time a Mercedes-Benz spends on the test bench?
Dstl Satellite Imagery Feature Detection
Can you train an eye in the sky?
Two Sigma Financial Modeling Challenge
Can you uncover predictive value in an uncertain world?
Bosch Production Line Performance
Reduce manufacturing failures
Draper Satellite Image Chronology
Can you put order to space and time?
Second Annual Data Science Bowl
Transforming How We Diagnose Heart Disease
ECML/PKDD 15: Taxi Trajectory Prediction (I)
Predict the destination of taxi trips based on initial partial trajectories
How Much Did It Rain?
Predict probabilistic distribution of hourly rain given polarimetric radar measurements
Helping Santa's Helpers
Jingle bells, Santa tells ...
Higgs Boson Machine Learning Challenge
Use the ATLAS experiment to identify the Higgs boson
Learning Social Circles in Networks
Model friend memberships to multiple circles
Flight Quest 2: Flight Optimization, Final Phase
Final Phase of Flight Quest 2
Packing Santa's Sleigh
He's making a list, checking it twice; to fill up his sleigh, he needs your advice
Flight Quest 2: Flight Optimization, Main Phase
Optimize flight routes based on current weather and traffic.
Flight Quest 2: Flight Optimization, Milestone Phase
Optimize flight routes based on current weather and traffic.
Belkin Energy Disaggregation Competition
Disaggregate household energy consumption into individual appliances
Observing Dark Worlds
Can you find the Dark Matter that dominates our Universe? Winton Capital offers you the chance to unlock the secrets of dark worlds.
Merck Molecular Activity Challenge
Help develop safe and effective medicines by predicting molecular activity.
Raising Money to Fund an Organizational Mission
Help worthy organizations more efficiently target and recruit loyal donors to support their causes.
Tourism Forecasting Part Two
Part two requires competitors to predict 793 tourism-related time series. The winner of this competition will be invited to contribute a discussion paper to the International Journal of Forecasting.
Tourism Forecasting Part One
Part one requires competitors to predict 518 tourism-related time series. The winner of this competition will be invited to contribute a discussion paper to the International Journal of Forecasting.
World Cup 2010 - Confidence Challenge
The Confidence Challenge requires competitors to assign a level of confidence to their World Cup predictions.
World Cup 2010 - Take on the Quants
Quants at Goldman Sachs and JP Morgan have modeled the likely outcomes of the 2010 World Cup. Can you do better?