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60daysofudacity

My study journal as part of the 60DaysOfUdacity initiative!

ai-club-project-learning-series

Following the project series by AI Club at OSU (osuaiclub.com)

binanace_trading_simulation

Simulate binance fee mechanism by RL agents

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

complete-python-bootcamp

Lectures for Udemy - Complete Python Bootcamp Course

custom_pytorch_cpp_and_cuda_modules

Custom C++ & CUDA modules for PyTorch (Mainly LSTM variants)

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

gender_classification_challenge

Gender Classification Challenge for 'Learn Python for Data Science #1' by @Sirajology on YouTube

learn_machine_learning_in_3_months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

machine-learning-course-on-coursera-by-andrewng

Exercise codes for the machine learning course on Coursera by professor Andrew Ng

matlab-checkers

MATLAB-based game of Checkers

mnist_with_numpy

MNIST classifier using only numpy for testing my understandings of mathematics behind dense feedforward neural network

ncappzoo

Contains examples for the Movidius Neural Compute Stick.

private-ai

Repo for Udacity's Secure & Private AI course

python-data-science-and-machine-learning-bootcamp

Python data science and machine learning course by Pierian Data from Udemy

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch_spatial_transformer

Spatial Transformer with PyTorch (https://pytorch.org/tutorials/intermediate/spatial_transformer_tutorial.html)

simple_mnist_gans

Simple GANs with MNIST dataset (general structure for the code from https://medium.com/ai-society/gans-from-scratch-1-a-deep-introduction-with-code-in-pytorch-and-tensorflow-cb03cdcdba0f)

simple_nn_for_mnist

My first time using pyTorch... which means I GOTTA DO MNIST

single_math_neuron

One neuron that learns and performs a specific mathematical operation (2x - 1)

sudoku-using-python

tensorflow_demo

Tensorflow Demo for my TF in 5 Min Video on Youtube (which I forked and tried to follow along)

track_number_modifier

A python script program that adjusts the track number digits of music files.

transformer-hands-on-tutorial

Following the tutorial on http://nlp.seas.harvard.edu/2018/04/03/attention

ud120-projects

Starter project code for students taking Udacity ud120

udacity-drl-nanodegree-collaboration-and-competition-project

Train a pair of agents to play a game of tennis as long as possible!

udacity-drl-nanodegree-continuous-control-project

Implementing Policy-Based Method(s) to teach a robot arm to move its hand! Yeah, keep your hand where it belongs.

udacity-drl-nanodegree-navigation-project

Implementing Deep-Q-Learning to help an agent get yellow bananas! Oh no, don't grab that blue one!

undertale_deltarune_soundtrack_generator

My first big personal machine learning (specifically deep learning) project! I'm going to train neural networks to learn patterns from the Undertale OST, then make it generate original soundtrack with similar style!