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machine-learning

Content for Udacity's Machine Learning curriculum

mathematical-methods-in-deep-learning-ipython

Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhury with Ananya Ashok, Sujay Narumanchi, Devashish Shankar).

mt-paper-lists

MT paper lists (by conference)

nanodegree-data-products-course-3

nd027-c3-data-lakes-with-spark

nd029-c2-apache-spark-and-spark-streaming-starter

This is the starter code for both the course and the project for Data Streaming with Spark

nd303-c1-advanced-python-techniques

Starter code for Course 1 of Intermediate Python ND

nlp-exercises

order_book

pixels

Demo of cloud photo management system built as a set of microservices with Akka Typed

programming-scala-book-code-examples

The code examples used in Programming Scala, 2nd and 3rd (forthcoming) Editions (O'Reilly)

python-baseball

Building Baseball Data Visualizations with Python

pytorch-cpp

C++ Implementation of PyTorch Tutorials for Everyone

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

quantfinancebook

Quantitative Finance book

reactive-application-development-scala

Source code for Reactive Application Development

reinforcement-learning

Reinforcement learning material, code and exercises for Udacity Nanodegree programs.

ring

Safe, fast, small crypto using Rust

rl-cheatsheet

RL Notation and Pseudocode for Udacity's MLND program

rl_p2_submission

robond-a-visualization

Path Planning Lab

robond-pathplanning

A wall_follower ROS C++ node for the Home Service Robot Project

sbt-getting-started

Learn to use sbt with Scala

scala-for-machine-learning-second-edition

Scala for Machine Learning - Second Edition, published by Packt

scala-reactive-programming

Scala Reactive Programming, published by Packt

sfnd_unscented_kalman_filter

solana-rust-examples

Demonstrating how to use Rust to interact with the Solana blockchain.

spark

Apache Spark - A unified analytics engine for large-scale data processing

spark-stock-trading-simulator

This project aims at leveraging Apache's Spark framework to simulate possible profits and losses for a given portfolio and an initial investment value. The investment pattern on this portfolio is randomized with the help of Monte-Carlo simulations.

tensorflow-tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学