mwaiton
Electronic & Communication Engineer and AI/ML Enthusiast.
Mwaiton Consultancy Services/KTÜ/AGH UST/MksUMLD/TRX/KRAK
Pinned Repositories
Algorithms
A collection of algorithms and data structures
Awesome-CV
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
english_football_league
Playing around with english football league data
EvoloPy
gsoc
NumFOCUS Google Summer of Code Materials
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ML_Finance_Codes
Machine Learning in Finance: From Theory to Practice Book
mwaiton's Repositories
mwaiton/ABigSurvey
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
mwaiton/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
mwaiton/awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
mwaiton/betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
mwaiton/Building-Industrial-Digital-Twin
Building Industrial Digital Twin - Packt Publishing
mwaiton/code
Example application code for the python architecture book
mwaiton/country_converter
The country converter (coco) - a Python package for converting country names between different classification schemes.
mwaiton/deep_learning_curriculum
Language model alignment-focused deep learning curriculum
mwaiton/deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
mwaiton/determined
Determined: Deep Learning Training Platform
mwaiton/docker-python
Kaggle Python docker image
mwaiton/educational
mwaiton/Electric-Vehicles-Population-Analysis-in-Washington-State
mwaiton/indaba-pracs-2022
Notebooks for the Practicals at the Deep Learning Indaba 2022.
mwaiton/indaba-pracs-2023
Notebooks for the Practicals at the Deep Learning Indaba 2023.
mwaiton/indaba-pracs-2024
Notebooks for the Practicals at the Deep Learning Indaba 2024.
mwaiton/introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
mwaiton/LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
mwaiton/LTSM-Stock-Predictor
Predicting different stock prices using Long Short-Term Memory Recurrent Neural Network in Python using TensorFlow 2 and Keras.
mwaiton/mlim_handbook
mlim Multiple Imputation Handbook
mwaiton/Modern-Generative-AI-with-ChatGPT-and-OpenAI-Models
Modern Generative AI with ChatGPT and OpenAI Models, published by Packt
mwaiton/r_and_python_book
mwaiton/samila
Generative Art Generator
mwaiton/sebulba
🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX
mwaiton/stat7200_slides
Slides that accompany "A First Look at Rigorous Probability Theory" by Jeffrey Rosenthal
mwaiton/t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
mwaiton/twittergraph
The Science Twitter Graph
mwaiton/ud120-projects
Starter project code for students taking Udacity ud120
mwaiton/udlbook
Understanding Deep Learning - Simon J.D. Prince
mwaiton/YandexDataSchool-Practical_DL
DL course co-developed by YSDA, HSE and Skoltech