alexisdrch Goto Github PK
Name: Alexis Durocher
Type: User
Bio: MSCS, Georgia Tech. Previously Research Intern in Deep Learning, Machine Learning at GoPro.
Name: Alexis Durocher
Type: User
Bio: MSCS, Georgia Tech. Previously Research Intern in Deep Learning, Machine Learning at GoPro.
Artificial Inteligence to solve & play a complete Khan logic game. Human vs AI - Human vs Human - AI vs AI
A platform to rent & sell items
Kmeans, EM and Neural Networks applied on reduced dataset using different dimensionality reduction algorithms.
Computer Vision @GTech MSCS
CS8803 - Georgia Tech MSCS course. Mobile Apps & Services | Peer assignment | YourFav displays pictures content (third party API) and favorites
DataHunter is a module that acts as a black-box extracting sense to a dataset (an array of JavaScript objects) using k-means and data-analysis algorithms.
Projects of Machine Learning and DataMining - course followed at Université de Technologie de Compiegne (UTC) France.
Different projects to visualize datasets inner relations and patterns
Deep Learning models with vanilla & PyTorch implementations. Projects, Research, Theory and homeworks
A python class running Expectation Maximization algorithm to cluster a pandas dataset X composed of several conditionally independant features (assuming they are all based on Normal Distribution) | To be finished. #unsupervised-learning
Classify subcellular protein patterns in human cells
Map Reduce Kmeans on taxis dataset - course followed at Université de Technologie de Compiegne (UTC) France.
Performance analysis of Decisions Trees, Boosting & Bagging, KNN, Neural Network and Linear Regression algorithms. Over two Data Sets (meant-to-be) very different in nature and volume.
Maximum posterior module (python class) - Enable the fitting of model and prediction of outcome using Bayesian rules.
LSTM to model temporal dependencies between micro and macro sequences of input. Research project
Jupyter notebook to resolve a typical optimization problem, using different algorithms seen in class (Optimization COS360).
A multi agent platform simulating an IA running a pacman like game.
Analysis (adurocher3-analysis.pdf) of four randomized optimization algorithms. Finding NNets weights, and solving non-linear problems.
a regression decision tree, based on ID3 algorithm and correlation metric to choose best feature
Generate trading orders (BUY, SELL, NOTHING) using technical orders' rules based on historical data. Manual Strategy uses my modest intuition to find the optimal policy. QLearnerStrategy uses Machine Learning (QLearning algorithm) to find the optimal policy: four indicators are discretized to generate each state.
Deep Learning project, Transformer with attention. PyTorch. (credits paper ref. https://arxiv.org/abs/1706.03762)
UTComputer is a scientific calcultator - Applying POO theory
Repo de demo pour le Workshop de l'UTC
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.