vitoryeso / tasks

PlatIAgro native tasks.

PlatIAgro Native Tasks

Task	Status	License
AutoML Classifier		Custom License
AutoML Regressor		Custom License
Face Detection		MIT License
OCR		Apache License 2.0
YOLO		TBD
Descriptive Analysis		TBD
Featuretools		BSD 3-Clause
AutoKeras AutoCV		TBD
Fast AutoCV		TBD
Filter Selection		TBD
Grouping Categorical Features		BSD 3-Clause
Imputer		BSD 3-Clause
Isolation Forest Clustering		BSD 3-Clause
KMeans Clustering		BSD 3-Clause
Linear Regression		BSD 3-Clause
Logistic Regression		BSD 3-Clause
MLP Classifier		BSD 3-Clause
MLP Regressor		BSD 3-Clause
Multiclass Unsupervised Monitoring		BSD 3-Clause
Glove Embeddings Sentence Classification		TBD
MarianMT Translator		MIT License
Text Pre-processor		Apache License 2.0
Sparse Document Retriever		TBD
Dense Document Retriever		TBD
Document Reader		TBD
Normalizer		BSD 3-Clause
Pre Selection		BSD 3-Clause
Random Forest Classifier		BSD 3-Clause
Random Forest Regressor		BSD 3-Clause
RFE Selector		BSD 3-Clause
Robust Scaler		BSD 3-Clause
Simulated Annealing		BSD 3-Clause
SVM Classifier		BSD 3-Clause
SVM Regressor		BSD 3-Clause
Time Related Features		TBD
Transformation Graph		BSD 3-Clause
Variance Threshold		BSD 3-Clause

Testing

Download the docker image that has all requirements installed. In this example we use a public MinIO server, but you can replace it with any other MinIO server.

sudo docker run -it --rm \
    -e "MINIO_ENDPOINT=play.min.io" \
    -e "MINIO_ACCESS_KEY=Q3AM3UQ867SPQQA43P2F" \
    -e "MINIO_SECRET_KEY=zuf+tfteSlswRu7BJ86wekitnifILbZam1KYY3TG" \
    -v $(pwd):/home/jovyan \
    platiagro/platiagro-notebook-image:0.2.0 bash

Install the testing requirements:

pip3 install pytest

Use the following command to run all tests:

pytest