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3d-triangulation-algorithm

3d-triangulation-simulation-using-vpython-

ann_k-fold_cross_validation_on-breast-cancer-wisconsin-dataset

A Dense Neural Network is modelled to predict whether a breast tumor is Malignant or Benign depending on 30 features of the dataset provided. The model so prepared is cross validated using the K-Fold Stratified Cross Validation method.

automation-using-python

Modules/Scripts to automate repeatative/long procedures on system using Python

blob-detection-

convgru-convlstm-pytorch

Implementation of bi-directional Conv LSTM and Conv GRU in PyTorch.

deep-learning-notebooks

digit-recognition-using-convolutional-neural-network_mnist

Hand written numerical digit (28x28 pixel Grayscale) recognition using Deep learning, employing Convolutional Neural Network. It uses TensorFlow as the backend and Keras as the wrapper library.

eeg-analysis

eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

em_wave_ray_tracing_simulation_using_vpython

gc_forest-implementation

image-processing

indoor-navigation-system

ipcam_to_vr_output

kernel-convolution-with-image

Python program to convolve an image with a given kernel/filter.

neural-networks-from-scratch_ng

object_tracking_with_two_drones

realtime-audio-processing-with-pyaudio

record-and-play-function-for-servo-and-potentiometer

Record-and-Play-function-for-Servo-and-potentiometer : This arduino code reads the postion of a potentiometer over a finite amount of time and then outputs a servo writable corresponding value (in degrees) in a loop, until the system is toggled onto recording mode again.

reinforcement-learning-notebook

sigmoidal_neuron_from_scratch_using_numpy

The basic building block of a Dense Neural Network. This is basic implementation of a single sigmoidal neuron with multiple inputs and single output, implemented from scratch using only Numpy as the only dependency.

simple_pong_game_using_processing

Simple pong game implemented using Processing.

socket-communication