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/FeatureSelection-1
perform filter, wrapper on the flow_,meter dataset
aligeekk/heart-disease-prediction-1
Predicting disease occurrence using machine learning techniques
aligeekk/Predicting-Loan-Defaults
In this problem, I have build a predictive model which predicts if loan will be default or not using Decision Trees. Dataset of Lending Club is used.The LendingClub is a peer-to-peer leading company that directly connects borrowers and potential lenders/investors.
aligeekk/MATLAB
Deep Learning using Neural Network Toolbox + Finance Portfolio Selection with MorningStar
aligeekk/GALSF
Dimensionality reduction for text data using LSI and a genetic algorithm
aligeekk/Phishing-Prevention-for-Twitter-Machine-Learning-Approach.
Using Decision tree and AdaBoost algorithm, detected users spreading phishing URLs through their twitter account. Twitter API was used for web scraping and gather data of user and followers up to depth 3. (Python)
aligeekk/DataStructure
Programming, Data Structure and Algorithm
aligeekk/Neuralwithbeta
Attribute redundancy control in Neural networks using Feature Selection Multi-Layer Perceptrons.
aligeekk/ML_cybersec_S2018-machine_learning_in_cybersec_labs
These are the labs for my spring 2018 class Machine Learnging in Cyber SEcurity
aligeekk/n-gram-CNN-for-sentiment-analysis
aligeekk/Detect_Phishing_Website
Detecting phishing website using machine learning
aligeekk/Security-Monitoring-System-using-ML
Most cyber solution solutions don't distinguish between everyday malware and advanced targeted attacks. Important alerts get lost in the noise of unimportant alerts, allowing attacks to breach security.
aligeekk/CyberAttackDetection
Project for Semester 5 : Cyber-attack detection using Supervised Learning
aligeekk/gp_xgboost_gridsearch
In-database parallel grid-search for XGBoost on Greenplum
aligeekk/phishing-url-classification-2
aligeekk/keras-malicious-url-detector
Malicious URL detector using keras recurrent networks and scikit-learn classifiers
aligeekk/David-Silver-Reinforcement-learning
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
aligeekk/word_vector_example
This notebook will explain how to train your own word vector with raw text data.
aligeekk/Data-Structures-and-Algorithms
Implementation of various Data Structures and algorithms - Linked List, Stacks, Queues, Binary Search Tree, AVL tree,Red Black Trees, Trie, Graph Algorithms, Sorting Algorithms, Greedy Algorithms, Dynamic Programming, Segment Trees etc.
aligeekk/Neural-Networks-Demystified
Supporting code for short YouTube series Neural Networks Demystified.
aligeekk/Deep-Reinforcement-Learning
A repository to understand the application of Reinforcement Learning (Deep Q Learning) on Game Optimization
aligeekk/Python-3-Data-Analysis-Basics
Python 3 與數據分析概要
aligeekk/ics-attack-detection
Detection of Cyber Attacks with Zone Dividing and PCA
aligeekk/cyber-matrix-ai
Collection of cyber security and "AI" relevant topics
aligeekk/watts-strogatz
Python implementation of the Watts-Strogatz model for generating small-world networks
aligeekk/deep_q_learning
This is the Code for "Deep Q Learning - The Math of Intelligence #9" By Siraj Raval on Youtube
aligeekk/researchLSTM
Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model
aligeekk/MatchingAlgorithms
My quick take on matching algorithms using RF, XGBoost on an imbalanced dataset.
aligeekk/SmallWorld
Columbia University Social Networks Data Challenge 2016 Fall
aligeekk/CyberSecurity-Anomaly_Detection
I am working on generating a ML pipeline using Spark for anomoly detection from unstructured data from parsed system logs.