Publicly shared solutions to Coding Challenges

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Repository for the book Grokking Machine Learning, by Manning Editors

Python hands on tutorial with 50+ Python Application (10 lines of code) By @xiaowuc2

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

NLTK Source

Python tools for geographic data

Interactive Data Visualization in the browser, from Python

The interactive graphing library for Python ✨

Network Analysis in Python

Statsmodels: statistical modeling and econometrics in Python

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports comp…

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

💫 Industrial-strength Natural Language Processing (NLP) in Python

Topic Modelling for Humans

Statistical data visualization in Python

matplotlib: plotting with Python

The fundamental package for scientific computing with Python.

Jupyter metapackage for installation and documentation

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Deep Learning for humans

scikit-learn: machine learning in Python

An Open Source Machine Learning Framework for Everyone