techshot25 Goto Github PK

algorithmpractice

This is to save some algorithms I develop using HackerRank or Google Developer Hub quizzes.

animator

A matplotlib based animation tool

audio-extractor

Tools to extract and perform analysis on audio files

autoencoders

This will show how to make autoencoders using pytorch neural networks

baltimore-911-calls

Analysis of 911 calls provided by the city of Baltimore.

bayesian-neural-network

You know I'm all about the Bayes!

blackfriday

Shopping behavior data analysis

california-housing

Clustering California Housing with K-means

captcha-solver

Attempts to solve CAPTCHA images using Computer Vision

collegemajors

Predicting college majors, an attempt to compare machine learning methods

conv-neural-nets

Image classification using convolutional neural networks (CNNs)

custom-res-block

Making a custom residual block using pytorch

data-scientist-salaries

Data Scientist Salaries Exploration

datatables-python-serverside

Serverside DataTables processing using python

deepschool.io

Deep Learning tutorials in jupyter notebooks.

demogpt

Demo of general GPT model using PyTorch

embedding-projector-standalone

fashion-mnist-dnn

Testing the construction of deep neural nets (DNNs) on fashion MNIST dataset.

gatewaydrugs

Using data for marijuana and alcohol use to predict consumption of other drugs

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

graduateadmissions

Looking at the probability of being accepted in a graduate program using a machine learning model

haversine.jl

Greater Circle tools for Julia to be used for fast and broadcastable geospatial calculations using spherical coordinates

healthcare

Insurance cost predictor

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

keplerdata

This checks out data provided by the Kepler space telescope to study exoplanets.

machinelearningpractice

This is my personal attempts to practice using machine learning

malaria-detector

Malaria Detection Using Convolutional Neural Networks

mathy-stuff

micrograd

A tiny autograd engine and a neural net library on top of it, potentially for educational purposes

naive-fractions