Collection of operational time series ML models and tools
Common machine learning algorithm implementations
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Some projects that I've worked on to harness the power of machine learning and data science 🙌🏻
A machine learning library for detecting anomalies in signals.
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
Exercises on Machine Learning
A flexible, fast and scalable python library for Self-Organizing Maps
Khiops is an AutoML suite for supervised and unsupervised learning
Algorithms for outlier, adversarial and drift detection
Detection, extraction, and cluster assignment of S. Infantis pESI
AiSurf is a tool which aims to inspect and classify atomically-resolved images (like AFM and STM) via Scale Invariant Feature Transform (SIFT) + Clustering Algorithms. It is designed to be user-friendly and ready-to-use.
This repository contains a collection of data science projects which I did during the IBM Data Science Professional certification programme. Each project demonstrates different aspects of data science, data analysis, data visualization and machine learning.
Doing RFM analysis on Online retail data using K-means clustering
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
The official source code of the paper "Unsupervised Episode Generation for Graph Meta-learning" (to be presented in ICML 2024)
Official implementation of Any Region Can Be Perceived Equally and Effectively on Rotation Pretext Task Using Full Rotation and Weighted-Region Mixture
Auto-labeling of point cloud sequences for 3D object detection using an ensemble of experts and temporal refinement
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
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