atanu1ytiam's repositories
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
papermill
📚 Parameterize, execute, and analyze notebooks
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
Data-Analysis
Data Science Using Python
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
mlflow
Open source platform for the machine learning lifecycle
awesome-apache-airflow
Curated list of resources about Apache Airflow
incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
great_expectations
Always know what to expect from your data.
pyconde2019-airflow-ml-workshop
PyConDE & PyData Berlin 2019 Airflow Workshop: Airflow for machine learning pipelines.
shap
A unified approach to explain the output of any machine learning model.
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
realworldnlp
Example code for "Real-World Natural Language Processing"
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
allennlp
An open-source NLP research library, built on PyTorch.
featuretools
An open source python framework for automated feature engineering
airflow-training
Airflow training for the crunch conf
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
RAKE
A python implementation of the Rapid Automatic Keyword Extraction
Text-Summarization-with-Amazon-Reviews
A seq2seq model that can generate summaries from fine food reviews on Amazon.
spark-py-notebooks
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks