Pinned Repositories
ADMM_Sparse_Signals_and_Denoising
Here I attempted to denoise a sparse signal that is corrupted by random noise. I have used ADMM.
Autoencoder-Neural-Network
In this repository I have implemented an autoencoder neural network with a single hidden layer for unsupervised feature extraction from natural images.
Cat-vs-Car-Detection
Two multi-layer neural networks with a single & two hidden layers trained and tested. No library different than numpy has been used for the implementation of the NNs.
GMRES_Pseudoinverse_and_CG
In this study I have investigate the performance of alternative least squares solvers for Ax = b. The numerical techniques to be compared are: "Generalized Minimum Residual (GMRES)", "Conjugate Gradients (CG)", "The Pseudoinverse"
GoogleCloudSatDownloader
Letter-Recognition
Python code for single-layer perceptron from sctrach. (Only numpy has been used)
Natural-Language-Processing-NN-
The NN in this repository predicts the fourth word in sequence given the preceding tri- gram.
Pokemon-FPGA
Pokemon Game Designed for Basys3
Reinforcement-Learning-DDPG-PyTorch
DDPG algorithm implemented with PyTorch and tested on several OpenAi Gym environment.
SVD_and_NMF_on_Face_Images
Face Detection with SVD and NMF (Non-negative Matrix Factorization)
FurkanYlmz97's Repositories
FurkanYlmz97/ADMM_Sparse_Signals_and_Denoising
Here I attempted to denoise a sparse signal that is corrupted by random noise. I have used ADMM.
FurkanYlmz97/Cat-vs-Car-Detection
Two multi-layer neural networks with a single & two hidden layers trained and tested. No library different than numpy has been used for the implementation of the NNs.
FurkanYlmz97/Pokemon-FPGA
Pokemon Game Designed for Basys3
FurkanYlmz97/Autoencoder-Neural-Network
In this repository I have implemented an autoencoder neural network with a single hidden layer for unsupervised feature extraction from natural images.
FurkanYlmz97/Letter-Recognition
Python code for single-layer perceptron from sctrach. (Only numpy has been used)
FurkanYlmz97/Reinforcement-Learning-DDPG-PyTorch
DDPG algorithm implemented with PyTorch and tested on several OpenAi Gym environment.
FurkanYlmz97/SVD_and_NMF_on_Face_Images
Face Detection with SVD and NMF (Non-negative Matrix Factorization)
FurkanYlmz97/GMRES_Pseudoinverse_and_CG
In this study I have investigate the performance of alternative least squares solvers for Ax = b. The numerical techniques to be compared are: "Generalized Minimum Residual (GMRES)", "Conjugate Gradients (CG)", "The Pseudoinverse"
FurkanYlmz97/GoogleCloudSatDownloader
FurkanYlmz97/K-means
In this assignment I have written my own K-means code and investigate the performance of different kernel methods.
FurkanYlmz97/Natural-Language-Processing-NN-
The NN in this repository predicts the fourth word in sequence given the preceding tri- gram.