alik-git Goto Github PK

alik-git.github.io

Ali's personal website repo

alik-git.github.io_old

A beautiful, simple, clean, and responsive Jekyll theme for academics

assignment-3

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

clip-fields

Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields

coursera-noans

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

data-exploration-with-python

Data Exploration with Python

dotfiles

my dotfiles

duckietown-mbrl-lib

Library for Model Based RL

dust3r

Ali's copy of dust3r

feature-visualization-notebook

A notebook exploring how Neural Networks construct their understanding of images using DeepDream and Tensorflow.

gradslam_no_chamferdist

gradslam without chamferdist, forked to be used as a requirement for ConceptGraphs

gym-duckietown

Self-driving car simulator for the Duckietown universe

hello-world

My first Github Project

ift6163_homeworks

jacobatzoridotcom

jiant

jiant is an nlp toolkit

krackdemo427

A simulation of the Key Reinstallation Attack, allowing users to understand the exploit breaking WPA2 by forcing nonce reuse.

lucent

Lucid library adapted for PyTorch

mais_project_2024_nn_loss_landscape

My project for the Montreal AI Symposium 2024. I investigate 4 puzzling properties of NN loss landscapes by computing lots and lots of Hessian Eigenspectra of a small resnet on CIFAR10

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

monogs

[CVPR'24] Gaussian Splatting SLAM

mooc-exercises

myoldwebsite

neocirkuits

A puzzle game for Android based on graph theory problems, that includes a fully featured 'make mode' allowing users to create their own levels.

nerfstudio

A collaboration friendly studio for NeRFs

personal

YAMT is a minimal Jekyll theme focused on simplicity and ease-of-use.

pong-dqn

A Pong player using Deep Reinforcement Learning with Pytorch and OpenAI Gym based on a DQN model

pytorch-deepdream

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

pytorch-multi-style-transfer

Neural Style and MSG-Net