6964 Open source projects that are alternatives of or similar to Pycroscopy

A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.

Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)

Human-explainable AI.

A repo for data science related questions and answers

High Performance Computing (HPC) and Signal Processing Framework

Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.

A simple probabilistic programming language.

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

🍧 A repository that contains courses I have taken on DataCamp

A book about machine learning, statistics, and data mining for heliophysics

R package to interface with OpenML

Kernel Density Estimation in Python

Javascript port of Ooura FFT implementation

A Java program to implement a DMTF Decoder.

Complex Continuous Wavelet Transform

My Answer to 120 Data Science Interview Questions

Probabilistic reasoning and statistical analysis in TensorFlow

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

Notebooks of Python and R code which illustrates basic causal inference using simulated data

My Blog

I will update this repository to learn Machine learning with python with statistics content and materials

A Julia machine learning framework

Data science teaching materials

feature extraction from speech signals

Generalized linear mixed-effect model in Python

The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

Design-of-experiment (DOE) generator for science, engineering, and statistics

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Audio Watermarking

A .NET Standard library for computing the Fast Fourier Transform (FFT) of real or complex data

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

Virgilio is developed and maintained by these awesome people. You can email us virgilio.datascience (at) gmail.com or join the Discord chat.

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

Computations and statistics on manifolds with geometric structures.

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Training Diary

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.

Create HTML profiling reports from pandas DataFrame objects

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

USC urban data science course series with Python and Jupyter

Remote heart rate detection through Eulerian magnification of face videos

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

The repository provides usefull python scripts for ML and data analysis

Porting the R code in ISL to python. Labs and exercises

A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

Quantitative Interview Preparation Guide, updated version here ==>

Code, exercises and tutorials of my personal blog ! 📝

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

IPython widgets, interactive plots, interactive machine learning

Deep learning for audio processing