Pinned Repositories
alienvault-cyber-attack-prediction
Uses ML to try and predict cyber attacks using AlienVault OTX threat intel.
Basic-Mathematics-for-Machine-Learning
The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
cyber-matrix-ai
Collection of cyber security and "AI" relevant topics
CyberSecurity-Anomaly_Detection
I am working on generating a ML pipeline using Spark for anomoly detection from unstructured data from parsed system logs.
FCM_FNN
Implementation of Fuzzy Cognitive Maps Based on Fuzzy Neural Network
FNNP
Code released for "FNNP: Fast Neural Network Pruning Using Adaptive Batch Normalization"
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
keras-malicious-url-detector
Malicious URL detector using keras recurrent networks and scikit-learn classifiers
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
Math-of-Machine-Learning-Course-by-Siraj
Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
aligeekk's Repositories
aligeekk/Genetic-algorithms-for-credit-scoring
Implementation of Genetic Algorithm for feature selection of neural networks proposed by Genetic algorithm-based heuristic for feature selection in credit risk assessment paper.
aligeekk/data-structures
This repository contains some data structures implementation in C programming language. I wrote the tutorial posts about these data structures on my personal blog site in Bengali language. If you know Bengali then visit my site
aligeekk/Machine-Learning-Malware-Detection
Attempt to use the machine learning workflow to process and transform sampled PE file data to create a prediction model.
aligeekk/data-structures-c
A collection of algorithms for data structure manipulation in C
aligeekk/Lending-Club-Loan-Analysis
Lending Club Historical Loan Analysis and Modeling
aligeekk/Cyber-Physical-Attack-defense-system
Q-learning Algorithm for Detection and Defense Tasks in a Smart Power System
aligeekk/LendingClub
Prediction of charged off loan status on 2016 data from Lending Club
aligeekk/Phishing-Website-Detection
It is a project of detecting phishing websites which are main cause of cyber security attacks. It is done using Machine learning with Python
aligeekk/neural-networks-and-deep-learning
This is my assignment on Andrew Ng's course “neural networks and deep learning”
aligeekk/easy-scraping-tutorial
Simple but useful Python web scraping tutorial code.
aligeekk/NoteBooks-Statistics-and-MachineLearning
Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog
aligeekk/ml-algorithms-on-scikit-and-keras
Implementation scripts of Machine Learning algorithms on Scikit-learn and Keras for complete novice..
aligeekk/Random-forest-and-Decision-tree-usage-for-a-classification-problem
Here I am exploring publicly available data from [LendingClub.com](www.lendingclub.com). Lending Club connects people who need money (borrowers) with people who have money (investors). As an investor I would want to invest in people who showed a profile of having a high probability of paying you back. We will try to create a model that will help predict this.
aligeekk/awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
aligeekk/SMS-Spam-Filter
SMS has been in use for more than 20 years. Previously its use was limited but because of decrease in the SMS rates its use has been increased. In present many people are using it for advertisements and for other wrong purposes to reach to the users. Everyday we receive a very large number of SMS among them few of them are spam. This can cause person decrease in productivity and credibility of a person can also be affected through such spam SMS. Further these SMS can cause security breaches and unaware users can be easily caught into the phishing attacks. So there should be a mechanism for SMS filtering.
aligeekk/bipartite_graph
aligeekk/Default-Loan
Predicting Loan Status
aligeekk/SmallWorld-1
A repository for our paper in SNAM, titled "A Quest for the Structure of Intra- and Postoperative Surgical Team Networks: Does the Small World Property Evolve over Time?"
aligeekk/neuralnet_optimization_based_on_ga
Forecasting for AirQuality UCI dataset with Conjugate Gradient Artificial Neural Network based on Feature Selection L1 Regularized and Genetic Algorithm for Parameter Optimization
aligeekk/detecting-phishing-websites
detecting phishing websites using machine learning
aligeekk/Lending_Club_Loan_Status_Prediction
LENDING CLUB - Loan Status Prediction| Tools Used: Python, Scikit Learn, Pandas
aligeekk/mlp_feature_selection
Automated feature selection for multi layer perceptron. Comparison of input neuron relevance and a genetic algorithm.
aligeekk/sentiment-analysis-TfIdf-vectorizer-method
Sentiment Analysis of movie reviews by sklearn's naive bayes and TfIdf word vectorizer.
aligeekk/lending-club
Applying machine learning to predict loan charge-offs on LendingClub.com
aligeekk/3-Phish-Page-Detection
A machine learning based phishing detection prototype
aligeekk/URL-Classifier
2018 BEng Honours Project to classify unseen phishing URLs
aligeekk/overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification
NLP tutorial
aligeekk/word_vectors_game_of_thrones-LIVE
This is the code for the "How to Make Word Vectors from Game of Thrones (LIVE) " Siraj Raval on Youtube
aligeekk/phishing-url-detection
Phishing url detection implementations using LSTM and CNN
aligeekk/machine-learning
Implementation of different machine learning techniques