Object Detection

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Classical Aerodynamics of potential flow using Python and Jupyter Notebooks

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

TensorForce Bitcoin Trading Bot

Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.

Simple tutorials using Google's TensorFlow Framework

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow

中文 Python 笔记

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.

Code for Tensorflow Machine Learning Cookbook

Machine Learning University: Accelerated Tabular Data Class

Lane Finding Project for Self-Driving Car ND

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training