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anamoly_detection_matlab

coursera-machine_learning

Machine Learning in MATLAB

coursera_reinforcement_learning

Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute

data-compressor-on-fpga

Analytical Reading and VHDL implementation of Huffman Coding on FPGA

deep-learning-coursera

detection_weld_defect

Detection of weld defect types using CNN

dps_ai

esp8266-and-websocket

This is a small project that I attempted. I want to make a websocket or socketio, flask server and deploy it online. Then I wish to make a socket connection on ESP8266 connected to an arduino. By this, I wish to control the lights and sounds, remotely using WiFi, which is a gift that I wish to present to my friend. It's still under work.

gans

Generative Adversarial Network

gaussianfilters.jl

Julia Package for discrete-time linear Gaussian parametric filtering systems, namely KF, EKF, UKF, GM-PHD

mileage-prediction-autompg

A kaggle dataset "Autompg". Curve fitting using linear regression and neural network. Statistical analysis.

niologic

911 call prediction.

project_landmark_classification_geotagging

Classification problem for 50 classes. Uses transfer learning, CNN, data preprocessing, augmentation.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

robotics

MATLAB codes for robotiks projects in university. The simulator used is coppeliasim.

udacity_dnn_pytorch

All the assignments done during Udacity course on deep learning. The repository include projects on DNN, CNN, Pytorch, Transfer Learning, Weight Initialisation and more

vhdl-fpga

These are some programs that I wrote in VHDL for FPGA programming. Zynq Soc-7000 series

xml-parser

XML parser for the configuration files for FPGA on which NoC is implemented. The repository contains the XML schema, C++ parser for the same. Port and Hardware configuration files are produced as the output. The specifications of the parser were given by the mentor.