Albin James's repositories
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
neural-semigroups
Neural Networks for Semigroups
albinjames
My own special repository
albinjames.github.io
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
arogozhnikov.github.io
'Brilliantly wrong' blog, Machine Learning visualizations live here
JuMP.jl
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
PySR
High-Performance Symbolic Regression in Python and Julia
optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
dtc-workshop
Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop
batch_5_transplant
Projet de prédiction de transplantation pulmonaire en partenariat avec l'hôpital Foch
stk-code
The code base of supertuxkart
olist_full_sql
This repository contains SQL code for Olist database analysis using PostgreSQL
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
dotfiles
Default configuration for Le Wagon's students
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
handson-ml2
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.
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022
pointnet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
CERN-Code-2018
Code from my time as a summer student at CERN during 2018. The code will not execute as it needs to be run in a specific directory to access the LHC data.
PyFR
PyFR
hep_ml
Machine Learning for High Energy Physics.
anfis
Python implementation of an Adaptive neuro fuzzy inference system
jupyterlab-favorites
Add the ability to save favorite folders to JupyterLab for quicker browsing
harmonic-oscillator-pinn
Code accompanying my blog post: So, what is a physics-informed neural network?
tutorials-mva-2022
Tutorials for the Machine Learning for Time Series class - Master MVA (2021/2022)
docklike-plugin
A Dock-like Taskbar Plugin for XFCE
megaconstellations
Script to reproduce figures of Lawler, Boley & Rein 2021. Source code of web app.
Pulser
Library for pulse-level/analog control of neutral atom devices. Emulator with QuTiP.