Beast code in Giters

Andrew Shumanskiy's starred repositories

dsp-theory

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

Language:Jupyter NotebookGPL-3.097700

TimeSeriesAnalysis

Files for my Udemy course specifically on Time Series Analysis

Language:Jupyter Notebook6000

sktime

A unified framework for machine learning with time series

Language:PythonBSD-3-Clause777700

clairvoyant

Software designed to identify and monitor social/historical cues for short term stock movement

Language:PythonMIT241000

PZAD

Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)

29300

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

Language:PythonMIT1071000

Data-Visualization

Collection of interactive Jupiter Notebook widgets and graphs.

Language:Jupyter Notebook15700

dst

yet another custom data science template via cookiecutter

Language:PythonMIT6400

pypoloniex

Python wrapper for calling cryptocurrency data from Poloniex API

Language:PythonMIT5300

testovoe

Home assignments for data science positions

Language:Jupyter Notebook62300

MLDM

потоковый курс "Машинное обучение и анализ данных (Machine Learning and Data Mining)" на факультете ВМК МГУ имени М.В. Ломоносова

6400

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

Language:Markdown30223800

CategoricalEncodingBenchmark

Benchmarking different approaches for categorical encoding for tabular data

Language:Jupyter Notebook17100

pycox

Survival analysis with PyTorch

Language:PythonBSD-2-Clause80300

PlotNeuralNet

Latex code for making neural networks diagrams

Language:TeXMIT2189500

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Language:HTML896300

pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

Language:PythonApache-2.052700

causalml

Uplift modeling and causal inference with machine learning algorithms

Language:PythonNOASSERTION499700

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

MIT781900

numpy-100

100 numpy exercises (with solutions)

Language:PythonMIT1203200

Python

All Algorithms implemented in Python

Language:PythonMIT18457700

AIPND

Code and associated files for the AI Programming with Python Nanodegree Program

Language:Jupyter NotebookMIT63100