winstondodson Goto Github PK
Name: Winston Dodson
Type: User
Location: Waltham, MA
Name: Winston Dodson
Type: User
Location: Waltham, MA
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
this a test of the Binder app
Course Files for Complete Python 3 Bootcamp Course on Udemy
Data Sets for Machine Learning Practice
A book covering the fundamentals of data visualization
1st Edition of Elegant SciPy (O'Reilly Publishers)
Enhancement proposals for scikit-learn: structured discussions and rational for large additions and modifications
Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
Feature Engineering Made Easy, published by Packt
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
Simulation of an Ideal Gas to Verify Maxwell-Boltzmann distribution
Code and data to accompany the Medium article on soft k-means weights
Repository containing notebooks of my posts on Medium
Machine Learning Tutorial in IPython Notebooks
This Jupyter Notebook condenses the Plotly API into one easy to use document with examples
This is a public repo for open source public projects
An open-source, low-code machine learning library in Python
pyclustring is a Python, C++ data mining library.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Python Data Science Handbook: full text in Jupyter Notebooks
Application of U-Net in Lung Segmentation-Pytorch
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.