Md Khaled Ben Islam's repositories
ai.nuhil.net
My AI learning/teaching path and materials
approachingalmost
Approaching (Almost) Any Machine Learning Problem
attention-is-all-you-need-paper
Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
dlaicourse
Notebooks for learning deep learning
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
forecasting
Time Series Forecasting Best Practices & Examples
forecastNet
Code for the paper entitled "ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series Forecasting"
GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
google-research
Google Research
ICS-Security-Tools
Tools, tips, tricks, and more for exploring ICS Security.
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
M4-methods
Data, Benchmarks, and methods submitted to the M4 forecasting competition
M5-methods
Data, Benchmarks, and methods submitted to the M5 forecasting competition
machine-learning-books
a list of machine learning books, covering ML, RL, NLP
mlpractice
For Playing with Machine learning Algorithms
predForm-Site
Protein's Formylation Post Translational Modification Site Prediction
Real-Time-Water-Quality-Monitoring-and-Contamination-event-Detection-using-Machine-Learning
This was my final year project. It was a group project, with a total of three members. Here we implemented four sensors to detect the water quality of a storage tank. The user can see the real-time reading of the sensors using the Website & through the Android app.
Surface-Water-Quality-Data-Anomaly-Detection
Surface water quality data analysis and prediction of Potomac River, West Virginia, USA. Using time series forecasting, and anomaly detection : ARIMA, SARIMA, Isolation Forest, OCSVM and Gaussian Distribution
TAP
TAP: A Static Analysis Model for PHP Vulnerabilities Based on Token and Deep Learning Technology
tft_tf2
Temporal Fusion Transformers for Tensorflow 2.x
Time-series-data-prediction
Water quality parameters prediction
Time-series-prediction
A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats
TimeSeriesPrediction
Time Series Prediction