dotran
Lead Data Scientist and ML Engineer. Loves building digital & smart things. Doing AI & I4.0 for global enterprises.
Tetra PakLund, Sweden
Pinned Repositories
100-Days-Of-ML-Code
100 Days of ML Coding
ABCoptim
An implementation of the Artificial Bee Colony (ABC) Algorithm (R-package)
Advanced-House-Prediction-EDA
In this Data science project I tried to create Jupyter notebooks for EDA and feature engineering of Advanced House Price Prediction Dataset from Kaggle Competition.
Aircraft-Engine-RUL-Prediction
Objective of this project is to built a sequential neural network which can predict the remaining useful life of an engine based on historical sensor data. For this regression problem, I employed keras Long-short-term-memory (LSTM) model with 'relu' activation function and 'rmsprop' optimizer to predict time-to-event.
AlphaX-NASBench101
Neural Architecture Search with Deep Neural Network and Monte Carlo Tree Search
awesome-cheatsheets
👩💻👨💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!
github-cheat-sheet
A list of cool features of Git and GitHub.
markdown-toclify
A Python command line tool that creates a Table of Contents for Markdown documents
scikit-learn-videos
IPython notebooks from the scikit-learn video series
dotran's Repositories
dotran/ieee_cec_2014_nmmso
Codebase for IEEE Congress on Evolutionary Computation 2014 paper "Running Up Those Hills: Multi-Modal Search with the Niching Migraory Multi-Swarm Optimiser", containing the NMMSO algorithm
dotran/kaggle-ndsb
Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)
dotran/One-Python-benchmark-per-day
An ongoing fun challenge where I'll try to post one Python benchmark per day.
dotran/Python-C-working
Complete test of Python-C
dotran/thoonk.py
Persistent (and fast!) push feeds, queues, and jobs leveraging Redis.
dotran/zotero-manual
Work in progress for "Mastering Zotero"