LucFrachon

absolute_cpp_chapter2

Exercises from chapter 2 (Flow of control) of the book Absolute C++

absolute_cpp_chapter3

Exercises for chapter 3 (Function Basics) of the book Absolute C++ by W. Savitch

autonomous_car_behavioral_cloning

Using a CNN to teach a 3D driving simulator to drive autonomously

ddpm_tinyimagenet

Generative diffusion model implemented from scratch

lucfrachon.github.io

Code and assets for my portfolio page.

mae-ad

A personal project about using a masked autoencoder ViT for anomaly detection.

nerf

Neural Radiance Field from scratch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

used_cars_EDA

In-depth exploratory data analysis and linear regression using a Kaggle dataset, or: how domain-knowledge leads to better modelling.

vae_anomaly_detection

Anomaly detection using a Variational Auto-Encoder

LucFrachon/vae_anomaly_detection

Anomaly detection using a Variational Auto-Encoder

LucFrachon/autonomous_car_behavioral_cloning

Using a CNN to teach a 3D driving simulator to drive autonomously

LucFrachon/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

LucFrachon/used_cars_EDA

In-depth exploratory data analysis and linear regression using a Kaggle dataset, or: how domain-knowledge leads to better modelling.

LucFrachon/actor-critic-for-ecology

LucFrachon/ddpm_tinyimagenet

Generative diffusion model implemented from scratch

LucFrachon/lucfrachon.github.io

Code and assets for my portfolio page.

LucFrachon/mae-ad

A personal project about using a masked autoencoder ViT for anomaly detection.

LucFrachon/nerf

Neural Radiance Field from scratch

LucFrachon/absolute_cpp_chapter5

Coding exercises from the book Absolute C++ by Walter Savitch (Pearson)

LucFrachon/airbnb

Personal project using the Airbnb API v2 to analyse data about lodgings and lodgers

LucFrachon/Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

LucFrachon/CourseraMachineLearningProject

Repo for Coursera Practical Machine Learning Project

LucFrachon/deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

LucFrachon/dfcx-stte

LucFrachon/foundations-of-git-exercise-repo

LucFrachon/fsdl-text-recognizer-project

LucFrachon/hymenoptera_data

LucFrachon/kaggle_tabular_playground_202208

LucFrachon/LucFrachon

Config files for my GitHub profile.

LucFrachon/lyrics-dreamer

A web application about lyrics of famous artists, supported by an LLM.

LucFrachon/model_predictive_control

LucFrachon/ngu_data_science_course_used_cars

A complete data science prototype built to teach students at NewGiza University

LucFrachon/ParticleFilters

This project implements a Particle Filter with an initial (approximate) GPS position and noisy sensor and control inputs.

LucFrachon/pid_controller

Implement a PID controller to navigate a track in a 3D driving simulator

LucFrachon/quicksort_cpp

A simple implementation of QuickSort in C++

LucFrachon/self_supervised_learning

Experiments in self-supervised learning

LucFrachon/streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

LucFrachon/UnscentedKalmanFilters

Program an Unscented Kalman Filter to track a vehicle using Radar and Lidar measurements

LucFrachon/uWebSockets

Tiny WebSockets