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kaggle-cervical_cancer_screening

Cervical type classification using convolutional neural nets

kaggle-lung_cancer_prediction

Detect lung cancer using CNNs

kaggle-state_farm_drivers

CNN approach to classifying inattentive drivers

langpractice

Examines the impact of language when pretraining for counting tasks

llmapis

A collection of functions and scripts for using LLM APIs

locgame

A project to determine the differences between egocentered and allocentered motion

mamba

Slightly modified so as to be compatible with DAS

meta-bandits

Recreation of Botvinick paper "Learning to Reinforcement Learn"

ml-linear-regression

Implementation of a linear regression algorithm to solve for a best fit line. Uses java

ml-logistic_regression

A class to perform logistic regression

ml-np-rasp

Slightly modified version of RASP-L numpy package

ml-regression_practice

A folder of linear and logistic regression files written in java and/or python for conceptual practice

ml_utils

A package to hold commonly used functions and classes in ml projects

model_expansion

A prototype for incrementally expanding a deep learning model

nlp-nietzsche_lstm

LSTM made to generate text. Coded using raw tensorflow. Uses Nietzsche writings as sample text.

numberline

An OpenAI gym environment for exploring the numberline

planet

a recreation of the algorithm presented in Learning Latent Dynamics for Planning from Pixels

political-accountability

Crowd sourced reviews of politician's goals.

postgresql-template

A template for Java, Spark, Velocity, Postgresql projects at Epicodus

privacy_policy

A privacy policy for android apps on the play store

projecteuler

A collection of Project Euler solutions

pytorch-a2c

General implementation of Advantage Actor Critic using Pytorch

pytorch-ppo

Implementation of PPO using PyTorch.

pytorch-rlimplementations

A collection of reinforcement learning implementations

pytorchwgan

Recreation of WGAN and improved WGAN papers.

rnn_collection

A collection of RNN modules written in PyTorch

roman-numerals

A site to convert numbers to roman numerals

sencoder

A sentence encoder using an RSSM and self attention.

simple_autoencoder

snake

Recreation of the game snake