diff --git a/README.md b/README.md index c5b2c8db..5812014a 100644 --- a/README.md +++ b/README.md @@ -160,7 +160,7 @@ _Libraries for Machine Learning. Also see [awesome-machine-learning](https://git - [mindsdb](https://github.com/mindsdb/mindsdb) - MindsDB is an open source AI layer for existing databases that allows you to effortlessly develop, train and deploy state-of-the-art machine learning models using standard queries. - [pgmpy](https://github.com/pgmpy/pgmpy) - A Python library for probabilistic graphical models and Bayesian networks. - [scikit-learn](https://github.com/scikit-learn/scikit-learn) - The most popular Python library for Machine Learning with extensive documentation and community support. -- [spark.ml](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library for distributed computing. +- [spark.ml](https://github.com/apache/spark) - [Apache Spark](https://spark.apache.org/)'s scalable [Machine Learning library](https://spark.apache.org/docs/latest/ml-guide.html) for distributed computing. - [xgboost](https://github.com/dmlc/xgboost) - A scalable, portable, and distributed gradient boosting library. ## Natural Language Processing @@ -360,7 +360,7 @@ _Libraries for sending and parsing email, and mail server management._ _Libraries that implement Object-Relational Mapping or data mapping techniques._ - Relational Databases - - [django.db.models](https://docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM. + - [django.db.models](https://github.com/django/django) - The Django [ORM](https://docs.djangoproject.com/en/dev/topics/db/models/). - [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) - The Python SQL Toolkit and Object Relational Mapper. - [awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - [dataset](https://github.com/pudo/dataset) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. @@ -487,7 +487,7 @@ _Libraries for visualizing data. Also see [awesome-javascript](https://github.co _Libraries for geocoding addresses and working with latitudes and longitudes._ - [django-countries](https://github.com/SmileyChris/django-countries) - A Django app that provides a country field for models and forms. -- [geodjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. +- [geodjango](https://github.com/django/django) - A world-class geographic web framework that is part of [Django](https://docs.djangoproject.com/en/dev/ref/contrib/gis/). - [geojson](https://github.com/jazzband/geojson) - Python bindings and utilities for GeoJSON. - [geopandas](https://github.com/geopandas/geopandas) - Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas. - [geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox.