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Nasimul Hasan's Projects

botection icon botection

Bot Detection by Building Markov Chain Models of Bots Network Behavior

catastrophicforgetting-ewc icon catastrophicforgetting-ewc

#WORK IN PROGRESS PyTorch Implementation of Supervised and Deep Q-Learning EWC(Elastic Weight Consolidation), introduced in "Overcoming Catastrophic Forgetting in Neural Networks"

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

easyocr icon easyocr

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

elastic-weight-consolidation icon elastic-weight-consolidation

This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

honeypot-iot icon honeypot-iot

This tool to simulate http server attacks in Python which logs HackerIP and all the tracing he does into a Logfile then a database.

introduction-to-data-science-in-python icon introduction-to-data-science-in-python

This repository contains Ipython notebooks of assignments and tutorials used in the course introduction to data science in python, part of Applied Data Science using Python Specialization from University of Michigan offered by Coursera

inversemappingfacegans icon inversemappingfacegans

A fast, deep residual neural networks based method of mapping both synthesized and real faces into corresponding latent representations

kaldi icon kaldi

This is now the official location of the Kaldi project.

less-forgetful-nns icon less-forgetful-nns

Demo of Elastic Weight Consolidation to allow a neural network to learn different datasets in sequence.

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