Tyler Yang's repositories
AI-Club-Project-Learning-Series
Following the project series by AI Club at OSU (osuaiclub.com)
60DaysOfUdacity
My study journal as part of the 60DaysOfUdacity initiative!
MATLAB-Checkers
MATLAB-based game of Checkers
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!
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)
PyTorch_Spatial_Transformer
Spatial Transformer with PyTorch (https://pytorch.org/tutorials/intermediate/spatial_transformer_tutorial.html)
Binanace_trading_simulation
Simulate binance fee mechanism by RL agents
Transformer-Hands-On-Tutorial
Following the tutorial on http://nlp.seas.harvard.edu/2018/04/03/attention
private-ai
Repo for Udacity's Secure & Private AI course
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!
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Custom_PyTorch_Cpp_and_CUDA_Modules
Custom C++ & CUDA modules for PyTorch (Mainly LSTM variants)
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
simple_nn_for_mnist
My first time using pyTorch... which means I GOTTA DO MNIST
mnist_with_numpy
MNIST classifier using only numpy for testing my understandings of mathematics behind dense feedforward neural network
Machine-Learning-course-on-Coursera-by-AndrewNg
Exercise codes for the machine learning course on Coursera by professor Andrew Ng
Python-Data-Science-and-Machine-Learning-Bootcamp
Python data science and machine learning course by Pierian Data from Udemy
ud120-projects
Starter project code for students taking Udacity ud120
tensorflow_demo
Tensorflow Demo for my TF in 5 Min Video on Youtube (which I forked and tried to follow along)
Single_Math_Neuron
One neuron that learns and performs a specific mathematical operation (2x - 1)
gender_classification_challenge
Gender Classification Challenge for 'Learn Python for Data Science #1' by @Sirajology on YouTube
UnrealCourse_BattleTank
An open-world head-to-head tank fight with simple AI, terrain, and advanced control system in Unreal 4.
Track_Number_Modifier
A python script program that adjusts the track number digits of music files.
Learn_Machine_Learning_in_3_Months
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
ncappzoo
Contains examples for the Movidius Neural Compute Stick.
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy