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
TSNE
Kannada MNIST
MNIST like datatset for Kannada handwritten digits
ICDM 2015: Drawbridge Cross-Device Connections
Identify individual users across their digital devices
Plant Seedlings Classification
Determine the species of a seedling from an image
Otto Group Product Classification Challenge
Classify products into the correct category
Restaurant Revenue Prediction
Predict annual restaurant sales based on objective measurements
Quora Question Pairs
Can you identify question pairs that have the same intent?
Flavours of Physics: Finding τ → μμμ
Identify a rare decay phenomenon
Porto Seguro’s Safe Driver Prediction
Predict if a driver will file an insurance claim next year.
Recursion Cellular Image Classification
CellSignal: Disentangling biological signal from experimental noise in cellular images
Mercedes-Benz Greener Manufacturing
Can you cut the time a Mercedes-Benz spends on the test bench?
TalkingData Mobile User Demographics
Get to know millions of mobile device users
Santander Customer Satisfaction
Which customers are happy customers?
Leaf Classification
Can you see the random forest for the leaves?
Gendered Pronoun Resolution
Pair pronouns to their correct entities
Prudential Life Insurance Assessment
Can you make buying life insurance easier?
Two Sigma: Using News to Predict Stock Movements
Use news analytics to predict stock price performance
Quora Insincere Questions Classification
Detect toxic content to improve online conversations
Nomad2018 Predicting Transparent Conductors
Predict the key properties of novel transparent semiconductors
Don't Overfit! II
A Fistful of Samples
Santander Value Prediction Challenge
Predict the value of transactions for potential customers.