kamilseghrouchni Goto Github PK
Type: User
Bio: @VisiumCH
Location: Switzerland
Type: User
Bio: @VisiumCH
Location: Switzerland
Repository for my solutions to the advent of code 2023
•Neural network simulation from : "Dynamics of Sparsely Connected Networks of Excitatory and Inhibitory Spiking Neurons" by Nicolas BRUNEL. •C++ Object Oriented based project with Python use for statistics
Different network architectures were explored for classification of MNIST digit pairs for Deep Learning EEE-559 EPFL. Standard CNN, baseline MLP, Siamese CNN, Siamese MLP. Auxiliary loss, weight sharing, depth effect was assessed. Pytorch and tensorflow based project
•Mini autogradfree deep-learning package was designed to build multi-layer perceptrons for binary classification on a toy dataset. •With this framework, networks could be activated by ReLU or tanh, and regularized by invertedDropout. •Training could be performed with two loss functions(Mean-square error (MSE), cross-entropy) as well as two optimizers (SGD with or without momentum, Adam)
The fastai book, published as Jupyter Notebooks
•Simulate genotypes evolution through generations. •Simulate genetic information exchange among populations based on the Wright-Fisher model. •Natural selection, mutation, bottleneck and migration effects simulated. •Object Oriented C++based and Python for statistical analysis. Voir la certification Population genomics simulation following the Wright-Fischer model
Explaining Git and GitHub.
Source code for JBrowse 2, a modern React-based genome browser
Config files for my GitHub profile.
•R based project •Kaplan-Meier survival estimate •Cox Model Assumptions •Cox Proportional-Hazards Model
EPFL Master Thesis LaTeX template for SV students
EPFL Machine Learning Course, Fall 2019
Baseline Recommendation with Global Averaging for Milestone 1 for CS-449 Systems for Data Science at EPFL, spring semester 2021.
Neighbourhood-based Personalized Recommendation with k-NN for Milestone 2 for CS-449 Systems for Data Science at EPFL, spring semester 2021.
Optimization, Scaling, Economics for Milestone 3 of the Recommender System project for CS-449 Systems for Data Science at EPFL, spring semester 2021.
Policy gradient neural network using the REINFORCE algorithm. •Baselines with a learned value network. •Keras, Pygame based project
My group's implementation of a SBB Robust Journey Planner for Zürich area. A project for COM-490 Lab in Data Science at EPFL, spring semester 2021.
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.