tongni's Projects
Data Science Algorithms in a Week, published by Packt
A curated set of resources for data science, machine learning, artificial intelligence (AI), data and text analytics, data visualization, big data, and more.
Seven Database in Seven Weeks
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
This repository is designed to teach you, step-by-step, how to develop deep learning methods for time series forecasting with concrete and executable examples in Python.
Deep Learning with PyTorch, published by Packt
Deep Learning with TensorFlow – Second Edition, published by Packt
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
Deep Learning Deployment Toolkit
TensorFlow documentation
Plotly's Documentation
This ebook from Jason Brownlee. Educational perpose only! Thanks to Jason for the books.
R package to facilitate ETL operations
☀️ ☔️ Flask app to auto-detect local weather based off of user's IP address.
This project extracts trajectories (flows of money) from financial transaction data recorded by payment systems. The project also includes ways to analyze trajectory output. Please note that contributing to this project requires signing a Contributor License Agreement. Transaction data is overwhelmingly in private hands; banks don't do open source. To develop this project out in the open we need also the legal backing to work with payment system providers under proprietary licenses. For more information please contact Carolina Mattsson.
Frank Kane's Taming Big Data with Apache Spark and Python, published by Packt
:books: Freely available programming books
Workshop on data visualisation with ggplot2
A robot powered training repository :robot:
GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors
Neural Grammar Correction with Transfer Learning
Open source routing engine for OpenStreetMap. Use it as Java library or server.
Pipeline for downloading GTFS data and creating city-sized PT network extracts using gtfspy
Public transport network analysis using Python 🚊🚇🚃🚌🛳️🚡🚠🚞
A toolkit for developing and comparing reinforcement learning algorithms.
Hands-On Deep Learning with Apache Spark, Published by Packt
Hands-On Machine Learning on Google Cloud Platform, published by Packt
Hands-On Machine Learning with Microsoft Excel, published by Packt
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow