Pinned Repositories
Anomaly-Detection-in-Logs
Using Unsupervised methods to identify anomalies in user behaviour through IP Profiling
awesome-google-colab
Google Colaboratory Notebooks and Repositories (by @firmai)
DeepLog-1
Pytorch Implementation of DeepLog.
deeplog-2
PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
DeepLog-4
PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
id-card-detector
:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)
Image-Blur-detection-and-image-quality-check-python
image-quality-assessment
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
JoJoGAN
Official PyTorch repo for JoJoGAN: One Shot Face Stylization
loglizer
A log analysis toolkit for automated anomaly detection [ISSRE'16]
arpine-aikoda's Repositories
arpine-aikoda/id-card-detector
:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)
arpine-aikoda/logparser
A toolkit for automated log parsing [ICSE'19, TDSC'18, DSN'16]
arpine-aikoda/DeepLog-1
Pytorch Implementation of DeepLog.
arpine-aikoda/loglizer
A log analysis toolkit for automated anomaly detection [ISSRE'16]
arpine-aikoda/CelebAMask-HQ
A large-scale face dataset for face parsing, recognition, generation and editing.
arpine-aikoda/MachineLearning_notes
Machine learning and deep learning resources
arpine-aikoda/JoJoGAN
Official PyTorch repo for JoJoGAN: One Shot Face Stylization
arpine-aikoda/Learning
arpine-aikoda/Tugas-Machine-Learning
Kumpulan file tugas Machine Learning
arpine-aikoda/machine-learning-project
arpine-aikoda/awesome-log-analysis
A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
arpine-aikoda/opencv
Open Source Computer Vision Library
arpine-aikoda/Emoji-Prediction-using-Deep-Learning
This project aims to understand the underlying semantics of the text sentence using natural processing techniques to predict reasonable emojis based on the context.
arpine-aikoda/ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
arpine-aikoda/Barbershop
Barbershop: GAN-based Image Compositing using Segmentation Masks (SIGGRAPH Asia 2021)
arpine-aikoda/DeepLog
Anomaly detection is a critical step towards building a secure and trustworthy system. The primary purpose of a system log is to record system states and significant events at various critical points to help debug system failures and perform root cause analysis. Such log data is universally available in nearly all computer systems. Log data is an important and valuable resource for understanding system status and performance issues; therefore, the various system logs are naturally excellent source of information for online monitoring and anomaly detection. We propose DeepLog, a deep neural network model utilizing Long Short-Term Memory (LSTM), to model a system log as a natural language sequence. This allows DeepLog to automatically learn log patterns from normal execution, and detect anomalies when log patterns deviate from the model trained from log data under normal execution.
arpine-aikoda/NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
arpine-aikoda/deep-loglizer
arpine-aikoda/machine_learning_with_python_jadi
The notebooks we use on ML course
arpine-aikoda/AvatarGAN
Generate Cartoon Images using Generative Adversarial Network
arpine-aikoda/Explainable-Automated-Medical-Coding
Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)
arpine-aikoda/Awesome-medical-coding-NLP
A collection of papers in automated medical coding from free-texts :)
arpine-aikoda/awesome-colab-notebooks
Collection of google colaboratory notebooks for fast and easy experiments
arpine-aikoda/natural-language-processing-python
My natural language processing projects carried out in Python
arpine-aikoda/Interpretable-Machine-Learning-with-Python
Interpretable Machine Learning with Python, published by Packt
arpine-aikoda/emr-vis-web
An Interactive Tool for Natural Language Processing on Clinical Text
arpine-aikoda/medaCy
:hospital: Medical Text Mining and Information Extraction with spaCy
arpine-aikoda/Practical-NLP-with-NLTK
Quick Hands-On NLTK tutorial for NLP in Python. NLTK is one of the most popular Python packages for Natural Language Processing (NLP). Easy to Start for Anyone.
arpine-aikoda/Natural-Language-processing-using-Python
The objective of this project is to extract insights from text analysis, that is, analyzing audience mentions in the form of tweets on match during the IPL season using Twitter data.
arpine-aikoda/NLP-Natural-Language-Processing-in-Python-for-Beginners