machine-learning-foundations Goto Github PK
Type: Organization
Type: Organization
Introducing the course's the python development framework.
Exercise on gradient descent by hand and via autograd in Jax.
Exercise on basics of algebra, curve fitting and singular value decomposition.
Lecture: Linear Algebra - Matrix multiplication, singular value decomposition, linear regression.
Exercise on statistics and distributions: mean and variance, correlation, gaussians.
Exercise on the MNIST-data set, artificial neurons, forward and backward pass.
Exercise on the convolution operation and convolutional neural networks.
Exercise on convolutional neural networks about how use them to decode brain waves.
Day 13 medical image segmentation exercise
Exercise on interpretability with integrated gradients.
Exercise on generative language modelling in Jax.
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.