Siby Jose Plathottam's repositories
PSO_in_TensorFlow
PSO algorithm written in TensorFlow
gym-SolarPVDER-environment
Solar Photovoltaic Distributed Energy Resource environment for Open AI Gym
Earthquake_predict
Predict Earthquake magnitude from Latitude, Longitude and Depth
NN_evolution_with_PSO
Demonstrating how the optimal architecture for a FFNN can found using PSO algorithm
vehicle_detection_with_TensorFlow_object_detection
Using TensorFlow object detection API for detecting vehicle in video
neural-DER
Utility for training neural networks that emulate PV-DER dynamics
OpenDSS-utilities
Class with useful methods for interacting with OpenDSS (distribution system simulator)
py-power-electronic-converter
Modelling and simulation utility for power electronic converters
TensorFlow_example_Appliance_Energy_forecast
Describes constructing a FFNN model in TensorFlow in three different ways (core, layers, Keras) with appliances energy forecast example.
Car_driving_Behaviour_cloning
Project to create end to end Deep Neural Network model for cloning driving behaviour
CNN-on-Wind-Power-Data
Feed 24 hour data through a Convolutional neural network to find average wind power and standard deviation.
CNN_for_bird_classification
CNN to classify images of birds into Cardinal and Indigo
Kaggle_challenges
Notebooks with solutions for Kaggle challenges
RC_Filter_Classifer
Classify passive RC filters using resistance and capacitance inputs.
SC2_CNN_bot_training_dataset_API
Training CNN model for SC2 bot using TF Dataset API
simpsons_classifier_with_CNN
Classify members of the Simpson's family using CNN
tensorflow
Computation using data flow graphs for scalable machine learning
Traffic_sign_classifier_Udacity_car_nd
Project to classify German traffic signs using Convolutional Neural Network (LeNet)