moboehle Goto Github PK
Name: Moritz Böhle
Type: User
Name: Moritz Böhle
Type: User
B-cos Networks: Alignment is All we Need for Interpretability
Official implementation for the CVPR paper "Convolutional Dynamic Alignment Networks for Interpretable Classifications"
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Group project to implement a full data science workflow. The goal is a system capable of hosting multiple predictive models for the German federal elections in 2017.
In this project we explore and compare different ways for representation learning.
matplotlib: plotting with Python
Numpy main repository
Basic LRP implementation in PyTorch
[ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang
"The goal of this project is to study how Slow Feature Analysis (SFA) establishes spatial represen- tations similar to those found in the rodent hippocampus [Franzius et al., 2007]. Because visual data is very high-dimensional, we concentrate on a computationally simpler sensory system that is vaguely inspired by the echolocation system bats use to locate their prey. You will implement a simple movement pattern of a virtual ”bat” in a rectangular room, emulate its sensory input and apply SFA and independent component analysis to learn spatial representations."
Computation using data flow graphs for scalable machine learning
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.