ilyaselitser's repositories
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
river
🌊 Online machine learning in Python
darts
A python library for easy manipulation and forecasting of time series.
Python
All Algorithms implemented in Python
ParBayesianOptimization
Parallelizable Bayesian Optimization in R
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
mkalgo
Mueen-Keogh Algorithm for finding timeseries motifs
fpdf2
Simple PDF generation for Python
tcpprobe
Modern TCP tool and service for network performance observability.
sktime
A unified framework for machine learning with time series
zenml
ZenML: Bring Zen to your ML with reproducible pipelines
tfcausalimpact
Google's Causal Impact Algorithm Implemented on Top of TensorFlow Probability
Find-Stock-and-Commodity-Price-Trends
How to find stock and commodity price trends using LOWESS (Locally Weighted Scatterplot Smoothing)
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
rich
Rich is a Python library for rich text and beautiful formatting in the terminal.
faker
Faker is a Python package that generates fake data for you.
notebooker
Productionise your Jupyter Notebooks as easily as you wrote them.
pandasgui
A GUI for Pandas DataFrames
mlbook
Repository for the free online book Machine Learning from Scratch (link below!)
PCA-from-Almost-Scratch
This is a notebook used to explain what PCA is, why it's useful, how to perform it, and how to apply it to a real problem.
Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
100-nlp-papers
100 Must-Read NLP Papers
cheatsheets
Official Matplotlib cheat sheets
algovis
A python library for visualising and analysing algorithms
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
forecasting
Time Series Forecasting Best Practices & Examples