SciPy | Ecosyste.ms: Awesome

https://github.com/slalit360/data-science-ml-cheat-sheet-books-oreilly-

Data Science + ML Cheat Sheet collection by me

bokeh cheat-sheets machine-learning-algorithms matplotlib numpy pandas python scipy seaborn supervised-learning unsupervised-machine-learning

Last synced: 16 Feb 2025

https://github.com/boisgera/control-engineering-with-python

Control Engineering with Python

control-theory dynamical-systems engineering matplotlib numpy odes python scipy

Last synced: 06 Apr 2025

https://github.com/jinglescode/python-signal-processing

splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.

machine-learning numpy python python-tutorial pytorch pytorch-tutorial scipy sequence signal-processing

Last synced: 12 Apr 2025

https://github.com/sarthakjariwala/seaborn-image

High-level API for attractive and descriptive image visualization in Python

image-processing image-visualization matplotlib python scikit-image scipy seaborn-image visualization visualization-library

Last synced: 05 Apr 2025

https://github.com/papalotis/ft-fsd-path-planning

Formula Student Driverless Path Planning Algorithm. Colorblind centerline calculation algorithm developed by FaSTTUBe. It introduces a novel approach that uses neither Delaunay Triangulation nor RRT.

algorithm autonomous-driving driverless formula-student formula-student-driverless formulastudent formulastudentdriverless numba numpy path-planning python robotics scipy

Last synced: 12 Apr 2025

https://github.com/ncar/ncar-python-tutorial

Numerical & Scientific Computing with Python Tutorial

cartopy dask jupyter matplotlib numpy python scipy tutorial xarray

Last synced: 26 Jan 2025

https://github.com/orvillex/machinelearning

本项目以应用为主出发，结合了从基础的机器学习、深度学习到目标检测以及目前最新的大模型，采用目前成熟的第三方库、开源预训练模型以及相关论文的最新技术，目的是记录学习的过程同时也进行分享以供更多人可以直接进行使用。

knn llm machine-learning mllm numpy scipy siglip sklearn spark-mllib svm tensorflow

Last synced: 09 Apr 2025

https://github.com/rickiepark/hg-da

<혼자 공부하는 데이터 분석 with 파이썬>의 코드 저장소

data-analysis data-science data-visualization machine-learning matplotlib numpy pandas scikit-learn scipy

Last synced: 06 Apr 2025

https://github.com/arviz-devs/xarray-einstats

Stats, linear algebra and einops for xarray

einsum linear-algebra numpy python scipy scipy-stats xarray xarray-extension

Last synced: 09 Apr 2025

https://github.com/apurvshah007/algorithmic-trading

I have been deeply interested in algorithmic trading and systematic trading algorithms. This Repository contains the code of what I have learnt on the way. It starts form some basic simple statistics and will lead up to complex machine learning algorithms.

algorithmic-trading black-scholes financial-analysis monte-carlo-simulation numpy option-pricing pandas pandas-dataframe portfol portfolio-optimization portfolio-optimizer portfolio-stats python3 scipy statistics

Last synced: 12 Apr 2025

https://github.com/2b-t/stereo-matching

Stereo-image depth reconstruction with different matching costs and matching algorithms in Python using Numpy and Numba

computer-vision docker jupyter-notebook ncc normalized-cross-correlation numba numpy python sad scipy semi-global-matching sgm ssd sum-of-squares winner-take-all wta

Last synced: 12 Apr 2025

https://github.com/aromanro/pythoncompphys

Some python workbooks with various topics from Computational Physics

carr-parrinello computational-chemistry computational-physics computational-science density-functional-theory hartree-fock hartree-fock-methods jupyter-notebook matplotlib numpy physics python python3 quantum quantum-mechanics scipy

Last synced: 18 Mar 2025

https://github.com/rvanasa/pandas-gpt

Power up your data science workflow with ChatGPT.

chatgpt claude-ai data-cleaning data-engineering data-science data-visualization gemini generative-ai gpt4 jupyter-notebook litellm low-code matplotlib numpy o1 openai pandas productivity scipy seaborn

Last synced: 10 Feb 2025

https://github.com/the-akira/python-matematica

Explorando aspectos fundamentais da matemática com Python e Jupyter

algorithms calculus mathematics matplotlib numpy pandas python3 scientific-computing scipy sympy tutorial

Last synced: 12 Apr 2025

https://github.com/handley-lab/anesthetic

Nested Sampling post-processing and plotting

bayesian-inference fastkde matplotlib mcmc nested-sampling numpy pandas samples scipy

Last synced: 04 Apr 2025

https://github.com/jdmaturen/shifted_beta_geometric_py

An implementation of the shifted-beta-geometric (sBG) model from Fader and Hardie's "How to Project Customer Retention" (2006)

customer-retention fader hardie numpy python sbg scipy

Last synced: 12 Apr 2025

https://github.com/pnavaro/python-notebooks

Scientific Computing with Python for beginners.

cython f2py jupyter-book jupyter-notebooks numba python scientific-computing scipy teaching-materials

Last synced: 10 Mar 2025

https://github.com/quatrope/feets

feATURE eXTRACTOR FOR tIME sERIES

astronomy astropy feature-extraction machine-learning python2 python3 scipy timeseries

Last synced: 10 Apr 2025

https://github.com/nils-werner/mdct

A fast MDCT implementation using SciPy and FFTs

audio-analysis scientific-computing scipy signal-processing

Last synced: 12 Apr 2025

https://github.com/simonom/PyCHAM

PyCHAM: CHemistry with Aerosol Microphysics in Python box model for Windows, Linux and Mac

aerosol-chambers aerosol-microphysics atmospheric-modelling chemical-scheme indoor-air-quality scipy

Last synced: 04 Apr 2025

https://github.com/simonom/pycham

PyCHAM: CHemistry with Aerosol Microphysics in Python box model for Windows, Linux and Mac

aerosol-chambers aerosol-microphysics atmospheric-modelling chemical-scheme indoor-air-quality scipy

Last synced: 23 Mar 2025

https://github.com/atsushisakai/numpycpp

A c++ header library for matrix operation inspired Numpy Scipy, MATLAB only using Eigen.

cpp cpp-library eigen header-only matrix-library numpy scipy

Last synced: 12 Apr 2025

https://github.com/nils-werner/stft

Spectrogram calculation for NumPy

audio-analysis fft scipy signal-processing stft

Last synced: 17 Mar 2025

https://github.com/itng/modelingneuraldynamics

An Introduction to Modeling Neuronal Dynamics - Borgers in python, Single Neuron Models, Mathematical Modeling, Computational Neuroscience, Hodgkin-Huxley Equations, Differential Equations, Brain Rhythms, Synchronization, Dynamics

brain-rhythms cplusplus modeling-neuronal-dynamics ode-solver python scipy synchronization

Last synced: 11 Apr 2025

https://github.com/datalab-platform/datalab

Open-source Platform for Scientific and Technical Data Processing and Visualization

data-science data-visualization image-processing opencv python scientific-computing scikit-image scipy signal-processing visualization

Last synced: 02 Apr 2025

https://github.com/scipy/scipy-stubs

Typing Stubs for SciPy

python scipy stubs-only

Last synced: 12 Apr 2025

https://github.com/alexhallam/tablespoon

🥄✨Time-series Benchmark methods that are Simple and Probabilistic

data-science forecasting mean naive probabilistic probabilistic-programming probability python scipy seasonal-naive simple simple-models time-series uncertainty-quantification

Last synced: 12 Apr 2025

https://github.com/warrenweckesser/odeintw

odeintw provides a wrapper of scipy.integrate.odeint that allows it to handle complex and matrix differential equations.

differential-equations ode python scipy

Last synced: 09 Apr 2025

https://github.com/glevv/obscure_stats

A small collection of lesser-known statistical measures

data-analysis data-analytics data-science descriptive-statistics math mathematical-functions mathematical-statistics numpy python robust-statistics scipy statistical-analysis statistics

Last synced: 09 Apr 2025

https://github.com/mevdschee/fakeflac

A command-line tool to detect "fake" FLAC files

ffmpeg flac numpy python scipy

Last synced: 18 Apr 2025

https://github.com/dpploy/chen-3170

Computational Methods in Chemical Engineering (UMass Lowell, Spring 2024); Prof. Valmor F. de Almeida.

binder chemical-reaction-engineering filtering fitting-algorithm fourier-analysis jupyter-notebook kinetics latex least-squares linear-algebra matplotlib nbviewer nonlinear-dynamics nuclear-reactor plotly python-3 scipy stoichiometry teaching wavelet-analysis

Last synced: 22 Mar 2025

https://github.com/mrankitgupta/statistics-for-data-science-using-python

Sharing the solved Exercises & Project of Statistics for Data Science using Python course on Coursera by Ankit Gupta

ankitgupta coursera coursera-data-science data-analysis data-science data-visualization matplotlib mrankitgupta numpy pandas python python-library python3 regression scikit-learn scipy seaborn sql statistics statsmodels

Last synced: 22 Apr 2025

https://github.com/antonior92/ip-nonlinear-solver

A trust-region interior-point method for general nonlinear programing problems (GSoC 2017).

constraints gsoc gsoc-2017 interior-point-method nonlinear-programming-algorithms optimization scipy sequential-quadratic-programming

Last synced: 15 Apr 2025

https://github.com/jerrytheo/psopy

A SciPy compatible super fast Python implementation for Particle Swarm Optimization.

constrained-optimization optimization-algorithms particle-swarm-optimization scipy

Last synced: 12 Apr 2025

https://github.com/f-dangel/curvlinops

PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)

fisher ggn hessian linalg linear linearoperator operators pytorch scipy

Last synced: 06 Apr 2025

https://github.com/tirthajyoti/scikit-image-processing

Image processing examples with Numpy, Scipy, and Scikit-image

color computer-vision image-analysis image-processing image-segmentation machine-learning matplotlib matplotlib-pyplot numpy object-detection python scikit-image scipy segmentation

Last synced: 18 Apr 2025

https://github.com/stefanmeili/fastfd

A library for building finite difference simulations

cupy electromagnetic-simulation engineering-design engineering-tools finite-difference finite-difference-simulations fluid-dynamics heat-transfer mechanical-engineering partial-differential-equations pde pde-solver physics-simulation process-simulation python scipy simulation

Last synced: 12 Apr 2025

https://github.com/alakise/audio-spectrogram

Generating sound spectrograms using short-time Fourier transform that can be used for purposes such as sound classification by machine learning algorithms.

audio-processing machine-learning matplotlib numpy python python3 scipy

Last synced: 14 Apr 2025

https://github.com/iamjagdeesh/Fake-News-Detection

Fake news detector based on the content and users associated with it using BERT and Graph Attention Networks (GAT).

bert graph-attention-networks numpy pandas python scipy tensorflow

Last synced: 02 Apr 2025

https://github.com/jorenham/scipy-stubs

Typing Stubs for SciPy

python scipy stubs-only

Last synced: 29 Jan 2025

https://github.com/fubel/PyCannyEdge

Educational Python implementation of the Canny Edge Detector

algorithm edge-tracking image-processing numerical-analysis numerical-methods numpy scientific-computing scipy

Last synced: 27 Nov 2024

https://github.com/stepankuzmin/pytorch-notebook

Jupyter Notebook Pytorch Stack

jupiter jupyter-notebook python python3 pytorch scipy

Last synced: 14 Apr 2025

https://github.com/wildboar-foundation/wildboar

wildboar is a Python module for temporal machine learning

cython distance-measures dtw dynamic-time-warping euclidean-distances machine-learning numpy python scipy timeseries

Last synced: 09 Apr 2025

https://github.com/atsushisakai/scipy.jl

Julia interface for SciPy

julia julia-interface julia-language julia-package scipy

Last synced: 12 Feb 2025

https://github.com/jorge-ramirez-upm/reptate

RepTate (Rheology of Entangled Polymers: Toolkit for Analysis of Theory & Experiment)

database experimental fitting matplotlib numpy pyside6 python rheology scipy theory visualization

Last synced: 25 Feb 2025

https://github.com/abdullahselek/spampy

Spam filtering module with Machine Learning using SVM (Support Vector Machines).

enron-spam-dataset machine-learning numpy scipy sklearn sklearn-classify spam-classification support-vector-machines

Last synced: 19 Dec 2024

https://github.com/ssanderson/convex-optimization-for-finance

Talk Materials for "Convex Optimization for Finance"

cvxpy finance jupyter-notebook optimization quantopian scipy

Last synced: 12 Apr 2025

https://github.com/rougier/cncc-2019

Computational Neuroscience Crash Course (CNCC 2019)

computational-neuroscience differential-equations linear-algebra matplotlib numpy python scipy signal-processing

Last synced: 25 Mar 2025

https://github.com/jonashaag/pydct

Short-Time Discrete Cosine Transform (DCT) for Python. SciPy, TensorFlow and PyTorch implementations.

dct discrete-cosine-transform python pytorch scipy tensorflow

Last synced: 11 Apr 2025

https://github.com/abhilash1910/bertsimilarity

Sentential Semantic Similarity measurement library using BERT Embeddings for spatial distance evaluation.

bert bert-model bert-tokenizer cosine-distance pytorch scipy transformers-library

Last synced: 12 Apr 2025

https://github.com/dennis-van-gils/python-dvg-ringbuffer

Numpy ring buffer at a fixed memory address to allow for significantly sped up numpy, sigpy, numba & pyFFTW calculations.

buffer circular deque numba numpy pyfftw ring scipy

Last synced: 24 Apr 2025

https://github.com/tylerjereddy/pycon-2017

Mastering scipy.spatial PyCon 2017 Tutorial

computational-geometry pycon python-3 scipy

Last synced: 14 Apr 2025

https://github.com/jonasbreuling/scipy_dae

Python implementation of solvers for differential algebraic equation's (DAE's) that should be added to scipy one day.

bdf constraints dae differential-algebraic-equations differential-equations ida implicit implicit-differential-equations navier-stokes-equations ode python radau scipy step-size sundials

Last synced: 12 Apr 2025

https://github.com/tanaybhadula/malware-image-detection

A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model to classify the converted malware image and identify the malware family it belongs to.

classification cnn cybersecurity deep-learning keras machine-learning malware python scipy tensorflow

Last synced: 23 Mar 2025

https://github.com/jm12138/cannydetector

A python implementation of Canny Detector using numpy / scipy / torch / paddle package.

canny-detector numpy opencv paddle paddlepaddle pytorch scipy torch

Last synced: 16 Mar 2025

https://github.com/zgbjgg/jun

JUN - python pandas, plotly, seaborn support & dataframes manipulation over erlang

dataframes elixir erlang numpy pandas plotly python scipy seaborn

Last synced: 11 Apr 2025

https://github.com/anuragagrawaal/pyportfolioanalysis

'Portfolio Analysis, methods for portfolio optimization'

finance financial-data financial-engineering jupyter-notebook mathematical-modelling optimization optimization-methods portfolio-construction portfolio-management portfolio-optimization portfoliomanager portfoliooptimization python python3 quantitative-finance scipy statistics

Last synced: 13 Feb 2025

https://github.com/sciml/scipydiffeq.jl

Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization

differential-equations julia python scientific-machine-learning sciml scipy

Last synced: 14 Apr 2025

https://github.com/nickorzha/face-detect-track

worked on the problem of human detection, face detection, face recognition and tracking an individual

cplusplus detect-faces face-detection face-recognition lbph numpy opencv python scipy video

Last synced: 14 Feb 2025

https://github.com/benedekrozemberczki/resolutions-2019

A list of data mining and machine learning papers that I implemented in 2019.

attention-mechanism deep-learning deepwalk gcn graph-classification graph-clustering graph-convolutional-networks graph-embedding graph-kernel machine-learning network-embedding network-science node-classification node-embedding node2vec pytorch resolution scipy sklearn tensorflow

Last synced: 11 Apr 2025

https://github.com/jakoch/jupyter-devbox

A Docker-based devcontainer for Jupyter Notebook's with a focus on Computer Vision, Machine Learning, Finance, Statistics and Visualization.

debian devcontainer docker imutils jupyter-notebook keras opencv pandas python3 scikit-learn scipy seaborn tensorflow

Last synced: 21 Mar 2025

https://github.com/yokaze/pyscience11

C++11 wrapper for NumPy, SciPy and Matplotlib using pybind11

matplotlib numpy pybind11 python scipy

Last synced: 13 Feb 2025

https://github.com/quentinwach/animating-science

Code and tutorial material on scientific animations with SciPy.

animating-science animation graphics math-animations matplotlib matplotlib-animation matplotlib-tutorial physics physics-simulation science-communication scientific-visualization scipy

Last synced: 13 Nov 2024

https://github.com/gjbex/scientific-python

Repository for participants of the "Scientific Python" training

hdf5 holoviews matplotlib matplotlib-tutorial numpy numpy-tutorial opencv python python-training scientific-computing scientific-visualization scipy scipy-tutorial sympy-tutorial training visualization

Last synced: 22 Nov 2024

https://github.com/michelemartone/pyrsb

PyRSB: a Python interface to the librsb Sparse Matrix library

cython feedback hpc librsb linear-algebra numpy openmp python-interface python3 scipy sparse-linear-systems sparse-matrix

Last synced: 12 Apr 2025

https://github.com/bshankar/audiophile

Audio fingerprinting and recognition

audio-fingerprinting numpy scipy shazam

Last synced: 29 Nov 2024

https://github.com/sammers21/math_stat_python

Goal of this repository is to help students to solve math stat home tasks

math numpy python-3 scipy

Last synced: 18 Mar 2025

https://github.com/sondosaabed/image-modeling-with-keras

Understanding images as data, training CNNs, and optimizing their performance, gained the skills to apply deep learning techniques with applications

cnn deep-learning image-analysis image-processing keras matplotlib python scipy

Last synced: 09 Apr 2025

https://github.com/restrepo/computationalmethods

Computational Methods Course at UdeA. Forked and size reduced from:

astronomy equation exercise interpolation ipython-notebook jupyter jupyter-book matplotlib matrix physics python scipy students

Last synced: 13 Feb 2025

https://github.com/wrkampi/extensisq

Extend scipy.integrate with various methods for solve_ivp

adams adams-bashforth-moulton cash-karp dae ivp ode ode-solver ode113 runge-kutta scipy scipy-integrate sensitivity sensitivity-analysis shampine-gordon solver

Last synced: 12 Apr 2025

https://github.com/pedro-r-marques/keras-opt

Keras Scipy optimize interface

keras optimization scipy

Last synced: 28 Apr 2025

https://github.com/yalishanda42/py-polynomial

A python package attempting to fully implement single-variable polynomials and methods related to them.

algebra derivatives hacktoberfest numpy package pip3 polynomials pypi pypi-package python scipy

Last synced: 26 Mar 2025

https://github.com/leouieda/python-hawaii-2017

Introduction to Python workshop in the Department of Geology and Geophysics at the University of Hawaii at Manoa

earth-science geology geophysics geoscience matplotlib numpy python scipy workshop

Last synced: 15 Apr 2025

https://github.com/lvalnegri/workshops-setup_cloud_analytics_machine

Tips and Tricks to setup a cloud machine for Analytics and Data Science with R, RStudio and Shiny Servers, Python and JupyterLab

analytics cloud dashboard data-science docker dockerfile jupyterlab linux machine-learning python r raspberry-pi rmarkdown rstats rstudio-server scipy shiny shiny-apps shiny-server ubuntu

Last synced: 04 Dec 2024

https://github.com/basnijholt/pfapack

Efficient numerical computation of the Pfaffian for dense and banded skew-symmetric matrices

linear-algebra numpy python scipy

Last synced: 11 Apr 2025

https://github.com/alugowski/matspy

Sparse matrix spy plot and sparkline renderer.

graphblas matrix scipy sparse sparse-data sparse-matrices sparse-matrix sparsity-pattern visualization

Last synced: 12 Feb 2025

https://github.com/muhd-umer/comyx

Comyx is an optimized and modular Python library for simulating wireless communication systems

6g noma numba numpy pytorch ray reinforcement-learning ris scipy simulation star-ris wireless-communication

Last synced: 12 Apr 2025

https://github.com/jaidevd/scipy_pandas_tutorial

Repository containing notebooks for my Pandas tutorial at SciPy India 2013

geopandas pandas regression scipy time-series

Last synced: 15 Apr 2025

https://github.com/cifkao/jax-spectral

Short-time Fourier transform (STFT) for JAX

autograd fft jax machine-learning scipy signal-processing spectral-analysis spectrum stft

Last synced: 15 Apr 2025

https://github.com/jecampagne/jaxtutos

JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro

autodifferentiation jax jaxoptim jit-compilation numpy numpyro scipy tutorial-demos

Last synced: 11 Apr 2025

https://github.com/semasuka/loan-amount-prediction-regression

Predicting how much loan will be approved

credit-risk-analysis credit-risk-assessment loan loan-amount machine-learning ml numpy pandas python python3 random-forest-regression regression scikit-learn scipy scipy-stats streamlit

Last synced: 29 Apr 2025

https://github.com/hetio/hetmatpy

Python package for matrix storage and operations on hetnets

greenelab hetio hetmat hetnet-connectivity-search hetnets matrix numpy python scipy

Last synced: 12 Apr 2025

https://github.com/sondosaabed/biomedical-image-analysis-in-python

gaining essential skills for tasks like cardiac MRI segmentation and detecting Alzheimer's-related brain structure changes.

biomedical-image-processing image-analysis matplotlib python scipy

Last synced: 09 Apr 2025

https://github.com/djeada/kurs-podstaw-pythona

Jeśli chcesz rozpocząć naukę programowania w języku Python, ten kurs będzie doskonałym wyborem. Kurs jest starannie podzielony na cztery sekcje, co umożliwia stopniowe przyswajanie wiedzy i umiejętności niezbędnych do opanowania tego języka. Dzięki temu, krok po kroku, zdobędziesz solidne podstawy oraz zaawansowane techniki programowania w Pythonie

cmdline csv fastapi file-parser logs matplotlib numpy pdf pip scipy server sqlite3 tkinter unit-testing virtualenv