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algoexpert

My solutions to algoexpert problems

ann_boost

Artificial Neural Network performance boostusing Probabilistic Recovery with Rapid CascadeTraining

awesome-portfolio-website

A community maintained open source project aimed at making a personal portfolio for researchers, developers, and analysts simple, fast, and less cumbersome. We make sure you have a full-fledged website to showcase your work while you can spend time on your learning and innovative endeavors.

batch_norm_tf_simple

Batch Normalization implementation with Tensorflow on a simple artificial neural network

car_brand_identification

chat-your-data

clean-text

🧹 Python package for text cleaning

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

confidence_interval-simpons_paradox

This notebook contains an example of bootstrapping and confidence interval usage. It also shows the effect of Simpson's Paradox.

covid19_cases_worldwide_tableau

This repo contains the tableau visualization for the worldwide covid19 cases

cse-6240-project

d3_visualizations

Various d3 visualizations

dogs_vs_cats_keras

We are trying to solve the dogs vs cats classification problem. We are using a normal CNN and a pretrained VGG16 on imagenet. We are using the Keras Functional API. The final accuracies were 0.9646 and 0.9806.

duth_computer_architecture

Bonus Project for Computer Architecture Course

duth_computer_networks_1

Semester project for the Computer Networks #1 course

duth_embedded_system_design

#Projects for embedded system design course

duth_microprocessors_and_applications

Dynamic User Management implementation in Arm Assembly

fire_detection_custom_cnn_tflite

Fire Detection with a Custom CNN in Arduino using TFLite

fruit_detection_custom_cnn_tflite

Fruit Detection with a Custom CNN in Arduino using TFLite

general_electric__gatech_project

This is the github repository for the MSA capstone project at Georgia Tech in collaboration with GE Research.

git_course

Git Courses

gpt-llm-trainer

guess_my_number_js

Guess my number is a game project that uses Javascript,HTML5 and CSS. This was a project for the course "The complete javascript course" in Udemy.

health_expenditure

heart_disease_tableau

tableau visualization of the heart disease dataset

keras_cnn_mnist

Using the Keras Functional API and the CNNs we classify the MNIST dataset

keras_data_generator

Implementation of a Keras Generation. The directory must have one folder per class

keras_generator

Implementation of 2 Keras generators. The first one converts the labels in one hot encoding while the second one encodes them to integer values. Both generators can split the dataset in train and validation. The directory must have one folder per class

keras_vgg16_fruits360

Using the Keras Functional API, we are trying to classify the fruits-360 dataset. We are using the VGG16 architecture and pretrained weights on ImageNet. Final accuracies are 0.9933 for the training and 0.9795 for the testing.

langchain

⚡ Building applications with LLMs through composability ⚡