15joldersmat,github

academic-performance_predictor-

Put in a students hours studied, if they partake in extracurricular activities, and the students average sleep hours, and get back their expected academic performance. Done using linear regression and sklearn

algo-trading-back-testing

Used for back testing algorithmic trading strategies on the Binance platform.

animerecommender

Basic implentation of collabrative filtering for anime (or other content that you feed into the program) recommendations.

ants

Ant simulation (early)

battle-hell

Set of 'games' I made for fun with pygame. Essentially wars simulation between made up factions in different settings. Most of the map will same random without looking at the code. Considering adding a legend.

battlesquares

Short little python program to watch different colored squares try to take over the map.

botsofboria

Particle simulation, all 'bots' or particles follow specific rules based on atrraction and repulsion based on color, this creates intresting emergent behavior.

chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

collaborative-filtering-python

This repository contains collaborative filtering recommender system build in Python with surprise package to predict book ratings in Book-Crossing dataset.

drowsiness_detection

##WORK IN PROGRESS##

first-contributions

🚀✨ Help beginners to contribute to open source projects

fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

gan-tts

A pytroch implementation of the GAN-TTS: HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS

gan_collection

A collection of some python programs I've made for generating images from sample data.

golf

Golf game I made in pygame

hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

housingbot

using linear regression algorithm to predict housing price based on various factors ,using California census data from 1990

lenia_ca

Core functionality for simulating Lenia system of cellular automata in Rust

lstm_simple

A very simple LSTM neural network implemented in PyTorch.

mlb_forecaster

Attempt to predict mlb outcomes using random forest model.

neuralnote

A python program that displays Interactive evolutionary computation for sound.

notebooks

Notebooks using the Hugging Face libraries 🤗

particle-life

Particle life with Python

pil_master

short script I use for data augmentation when working with images.

predator-prey-simulation

Python script I wrote to showcase reinforcment learning.

rnn-walkthrough

Practice

scikit-learn-mine-detection

A program that uses a k-nearest neighbors model to predict the correct type of mine.

selfplayingpong-wip-

Attempt to make pong learn by having two paddles controlled by neural networks evolve over time through a reward based system. Very rough, feedback/help welcomed.

sklearnfun

Some random ML projects I've been doing, mostly using sklearn

smokingdetection

Entry into a kaggle competition for detecting if someone is a smoker.

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