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3d-indoor-localization-system

The project uses audio signals to locate objects in the 3D space.

algovision

Differentiable Algorithms and Algorithmic Supervision.

analysing-diabetic-foot-ulcers-data

cancer_relapse_prediction

predicting the possibility of cancer relapse from gene expression features.

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

deep-learning-with-custom-activation-functions

diff-zoo

Differentiation for Hackers

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

flax-cifar

gym-simplegrid

Simple Gridworld Gymnasium Environment

ift6289_project

Class project of IFT6289

implementations-to-machine-learning-algorithms

different machine learning algorithms implemented from scratch

indabax-sudan-2019

Practical Sessions for IndabaX Sudan 2019

inf8250ae-reinforcement-learning

My solutions ot the INF8250AE RL course.

java-library_management_system

Java application for managing books borrowing in libraries. Using Swing GUI framework , JDBC database connector for MySQL database

jaxton

100 exercises to learn JAX

ml_dl-tutorials

Supplementary Machine Learning and Deep Learning tutorial sessions with code to AMMI program 2019-2020 cohort.

mlp-mixer-cifar

PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from scratch.

mnist-c

modeling-rainfall-data-in-bangladesh

Modelling historical rainfall data in Bangladesh in some geographic locations between 1999-2016

natural-synthetic-anomalies

nn_prunning

playing-with-autoencoders

Implementation of vanilla autoEncoder, denoising autoEncoder and Variational AutoEncoder trained on FashionMNIST dataset.

programming-skills-exercises

Reinforcing algorithmic and software engineering skills in Python.

pymc-resources

PyMC3 educational resources

python_monte_carlo_simulations

Different Monte Carlo simulations for different problems.

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-tutorials

PyTorch tutorials.

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..