Khin Thandar Kyaw's repositories
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
RIS_components
components of RIS simulations
MyDaySurveyForm
MyDaySurveyForm
jaehyungpark
JaeHyngPark
InsuranceLinearRegression
We're going to use information like a person's age, sex, BMI, no. of children and smoking habit to predict the price of yearly medical bills.
Wireless-Communications
Contains MATLAB and Python codes and plots for deriving inferences for various concepts of Wireless Communications.
deeplearning-tf2
Deep learning model zoo with TensorFlow 2.X (& Keras)
DeepLearning_MIMO-NOMA
Realization of MIMO-NOMA signal detection system based on **C. Lin et al., “A deep learning approach for MIMO-NOMA downlink signal detection,” MDPI Sensors, vol. 19, no. 11, pp. 2526, 2019.
TesseractOCR-testing
Just Testing the version 5 for myanmar language
DNN_detection_via_keras
This is the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.
deeplearning
ART.T458: "Machine Learning" in Tokyo Institute of Technology
Python-for-Signal-Processing
Notebooks for "Python for Signal Processing" book
mmwchanmod
MmWave channel modeling repository
Relative-Humidity-prediction-using-linear-regression-minimal-
We are going to predict Relative Humidity with Linear Regression.
Classifying-images-of-everyday-objects-using-a-neural-network
We are going to classify every day objects by using Neural Network.
Easiest-realization-CRNN-for-Chinese
不能更简单的基于keras的CRNN汉字识别代码. 即Fast R-CNN 网络的keras实现。
RedWineQualityPredictionLinearMinimal
We're going to use information like Input variables (based on physicochemical tests): fixed acidity, volatile acidity, citric acid, residual sugar, chlorides, free sulfur dioxide, total sulfur dioxide, density, pH, sulphate, alcohol to predict quality of wine (score between 0 and 10). The dataset for this problem is taken from: https://archive.ics.uci.edu/ml/datasets/wine+quality
PyTorchFunctions
Zero to Gans ( Assignment 1)
neural-enhance
Super Resolution for images using deep learning.
Deep-Reinforcement-Learning-for-5G-Networks
Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.
Python_Practice
This is during self lock down at home. I hope we can overcome this crisis. I am trying to write code everyday as much as possible in case to reduce the boredom and overthinking. Rewriting basic python code can make me calm. I used w3schools as a reference.
codepen
https://codepen.io/KhinThandarKyaw
beamforming
不同波束形成算法仿真，共计30余种
SQL
SQL practice https://www.w3schools.com/sql/
Linear-Algebra
Git Book Practice ( Step by step approach to AI )
D.C.-Programming-Problem
D.C. (Difference of two convex functions) Programming problem