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🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
💿 Free software that works great, and also happens to be open-source Python.
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Recipes for using Python's pandas library
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Technical Analysis Library using Pandas and Numpy
A Code-First Introduction to NLP course
Productivity Tools for Plotly + Pandas
Beaker Extensions for Jupyter Notebook
Jupyter notebook and datasets from the pandas video series
Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.
A curated list of awesome embedding models tutorials, projects and communities.
Machine Learning in Asset Management (by @firmai)
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
Source code for my collection of articles on using pandas.
Supporting code for short YouTube series Neural Networks Demystified.
Tutorials on how to use pandas effectively to do data analysis
Python Helper library for Jupyter Notebooks
Quantified Self Personal Data Aggregator and Data Analysis
bamboolib - a GUI for pandas DataFrames
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)
Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).
GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatist…
Code for Nature energy manuscript
Python solutions to solve practical business problems.
