elianbelot Goto Github PK
Name: Elian
Type: User
Blog: elian.ca
Elian's Projects
bernoulli-bandits
An exploration of multi-armed Bernoulli bandits in reinforcement learning, complete with experiments and observations.
captcha-breaker
Extracting text out of CAPTCHA images using Keras.
character-lstm
A character-based LSTM trained to generate words from a given list.
dc-gan
A DCGAN trained to generate images of flowers using Keras.
dinosaur-game-bot
A bot that automatically plays the dinosaur game from Chrome offline mode using PyAutoGUI.
elianbelot.github.io
Personal website.
focus-assistant
Won “Best AI Hack for Education” at MAIS Hacks 2021.
handcrafted-backdoors
Introducing backdoors in neural networks through parameter-level manipulation.
natural_language_inference
Finetuning BERT to classify textual entailment on the Stanford NLI corpus.
piano_notes_frequencies
A short script to compute the frequencies and wavelenghts of all the notes of a piano
pima-indians-diabetes-prediction
A binary classification problem solved using logistic regression and a neural network, implemented from scratch for educational purposes.
resnet50-segmentation
Image segmentation on the AI4MARS dataset using ResNet50 and PyTorch Lightning.
web-voyager
A continuously learning web-browsing AI agent that generalizes the Voyager architecture.
word2vec-embedding
An NLP word embedding model using Word2Vec that visualizes words as a cluster using the t-SNE dimensionality reduction algorithm.
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