Ecosyste.ms: Awesome

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NumPy

NumPy is an open source library for the Python programming language, adding support for large, multidimensional arrays, and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.

https://github.com/SunPower/PVMismatch

An explicit Python PV system IV & PV curve trace calculator which can also calculate mismatch.

numpy photovoltaic python scipy solar

Last synced: 14 Nov 2024

https://github.com/TomasBeuzen/python-programming-for-data-science

Content from the University of British Columbia's Master of Data Science course DSCI 511.

data-manipulation data-science numpy pandas programming python teaching

Last synced: 26 Nov 2024

https://github.com/sam210723/wavebin

Capture and inspect multi-channel oscilloscope waveforms

agilent keysight numpy oscilloscope pulseview pyqt6 pyqtgraph pyvisa qt6 rigol siglent usb-tmc waveform

Last synced: 19 Dec 2024

https://github.com/flatironinstitute/sparse_dot

Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication

matrix-multiplication mkl numpy python scipy sparse sparse-matrix

Last synced: 21 Dec 2024

https://github.com/tulip-control/polytope

Geometric operations on polytopes of any dimension

computational-geometry cvxopt numpy polyhedron polytope python scipy

Last synced: 18 Dec 2024

https://github.com/pyrates-neuroscience/pyrates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 21 Dec 2024

https://github.com/pyrates-neuroscience/PyRates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 12 Nov 2024

https://github.com/carlospuenteg/Photomosaic-Creator

This script allows you to create a photomosaic from a set of images.

colorama cv2 image image-manipulation image-processing numpy opencv photography photomosaic pillow python python3

Last synced: 11 Nov 2024

https://github.com/spcl/npbench

NPBench - A Benchmarking Suite for High-Performance NumPy

benchmarking-framework benchmarking-suite numpy python

Last synced: 17 Dec 2024

https://github.com/nachiket273/one_cycle_policy

Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

cyclic-learning-rates deep-learning machine-learning notebook notebook-jupyter numpy one-cycle-policy python3 pytorch resnet

Last synced: 05 Nov 2024

https://github.com/radoslawregula/reverb-algorithms

A set of scripts implementing popular reverberation audio effect algorithms.

audio-effects audio-processing music-production numpy python reverb reverberation scipy wav

Last synced: 07 Nov 2024

https://github.com/david-hoffman/pyotf

python functions for simulating optical transfer functions

microscopy numpy

Last synced: 14 Nov 2024

https://github.com/accraze/python-twelve-tone

:notes: 12-tone matrix to generate dodecaphonic melodies :notes:

matrix midi music-composition music-generation numpy twelve-tone

Last synced: 27 Oct 2024

https://github.com/ivy-llc/vision

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

3d deep-learning depth ivy jax machine-learning mxnet numpy point-cloud python pytorch rendering sdf tensorflow vision voxel

Last synced: 15 Nov 2024

https://github.com/kylebarron/pydelatin

Python bindings to `hmm` for fast terrain mesh generation

elevation heightmap mesh mesh-generation numpy terrain

Last synced: 21 Dec 2024

https://github.com/hukenovs/hh_research

Автоматизация поиска и исследования вакансий с сайта hh.ru (Headhunter) с помощью методов Python. Классификация данных, поиск статистических параметров.

api data-mining development headhunter http json jupyter-notebook machine-learning matplotlib nltk-python numpy pandas parser python research salary statistics

Last synced: 19 Nov 2024

https://github.com/moble/jupyter_boilerplate

Adds a customizable menu item to Jupyter (IPython) notebooks to insert boilerplate snippets of code

ipython javascript jupyter-notebook matplotlib numpy scipy snippets sympy

Last synced: 07 Nov 2024

https://github.com/akash-rajak/Real-Time-Human-Detection-Counting

A tensorflow based Faster RCNN inception v2 python model to detect and count humans in real time images, videos & camera.

computer-vision counting cv2 deep-learning detection detection-model faster-rcnn-inception-v2 human-detection machine-learning matplotlib numpy opencv os pil python python3 tensorflow time tkinter video

Last synced: 20 Oct 2024

https://github.com/shiba6v/shape_commentator

多次元配列の属性情報を実行時に取得してコメントに書き足すツール

numpy python pytorch

Last synced: 01 Nov 2024

https://github.com/brandondocusen/cntxtpy

A discovery and compression tool for your Python codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project | Code structure visualization | LLM Context Window Efficiency | Static analysis for AI | Large Language Model tooling #LLM #AI #Python #CodeAnalysis #ContextWindow #DeveloperTools

architecture-insights code-documentation code-visualization codebase-analysis context-management context-window decorators dependency-analysis dependency-mapping developer-tools knowledge-graph large-language-models llm llm-integration machine-learning module-relationships numpy open-source python token-reduction

Last synced: 19 Dec 2024

https://github.com/akash-rajak/real-time-human-detection-counting

A tensorflow based Faster RCNN inception v2 python model to detect and count humans in real time images, videos & camera.

computer-vision counting cv2 deep-learning detection detection-model faster-rcnn-inception-v2 human-detection machine-learning matplotlib numpy opencv os pil python python3 tensorflow time tkinter video

Last synced: 17 Dec 2024

https://github.com/bpesquet/mlkatas

(Phased out) A series of challenges for practicing your Machine Learning and Deep Learning skills

activity assignment challenge exercise kata keras machine-learning nbgrader numpy python scikit-learn

Last synced: 10 Oct 2024

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

Numerical & Scientific Computing with Python Tutorial

cartopy dask jupyter matplotlib numpy python scipy tutorial xarray

Last synced: 01 Oct 2024

https://github.com/unixwzrd/oobabooga-macOS

Optimizing performance, building and installing packages required for oobabooga, AI and Data Science on Apple Silicon GPU. The goal is to optimize wherever possible, from the ground up.

blas journal llama-cpp-python macos numpy oobabooga pytorch

Last synced: 29 Nov 2024

https://github.com/intelpython/mkl_fft

NumPy-based Python interface to Intel (R) MKL FFT functionality

fft mkl numpy

Last synced: 21 Dec 2024

https://github.com/abdulfatir/sampling-methods-numpy

This repository contains implementations of some basic sampling methods in numpy.

ipython-notebook metropolis-hastings monte-carlo monte-carlo-methods numpy python

Last synced: 05 Dec 2024

https://github.com/QQuick/zzz_Numscrypt

A port of a small but relevant part of Numpy to Transcrypt, simplified for the sake of speed

numpy transcrypt

Last synced: 13 Nov 2024

https://github.com/orvillex/machinelearning

机器学习教程,本教程包含基于numpy、sklearn与tensorflow机器学习,也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。

knn machine-learning numpy scipy sklearn spark-mllib svm tensorflow

Last synced: 17 Dec 2024

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: 07 Nov 2024

https://github.com/xl0/lovely-numpy

NumPy arrays, ready for human consumption

deep-learning library numpy statistics visualization

Last synced: 21 Dec 2024

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: 07 Nov 2024

https://github.com/warrenweckesser/numpngw

Functions that create PNG and animated PNG files from numpy arrays.

animated-png numpy png python

Last synced: 21 Dec 2024

https://github.com/nachiket273/self_driving_car

Udacity Self Driving Car ND projects - including lane detection, Traffic sign classifier, behaviour cloning

behavioral-cloning cplusplus deep-learning kalman-filter lane-detection neural-network numpy python tensorflow udacity udacity-self-driving-car

Last synced: 05 Nov 2024

https://github.com/kylebarron/suncalc-py

A Python port of suncalc.js for calculating sun position and sunlight phases

numpy sun sunrise sunset

Last synced: 19 Dec 2024

https://github.com/ivy-llc/gym

Fully differentiable RL environments, written in Ivy.

deep-learning gym-environment ivy jax machine-learning mxnet numpy python pytorch reinforcement-learning tensorflow

Last synced: 15 Nov 2024

https://github.com/bat67/pytorch-examples-cn

用例子学习PyTorch1.0(Learning PyTorch with Examples 中文翻译与学习)

autograd learning-pytorch numpy pytorch pytorch-nn pytorch-tutorial tensor translation

Last synced: 20 Nov 2024

https://github.com/staircase-dev/staircase

A powerful data analysis package based on mathematical step functions. Strongly aligned with pandas.

analysis data-analysis data-structures library numpy pandas python step-function stepfunction

Last synced: 21 Dec 2024

https://github.com/jvdd/argminmax

Efficient argmin & argmax

argmax argmin avx2 avx512 ndarray neon numpy rust rust-lang simd sse

Last synced: 22 Dec 2024

https://github.com/alexioannides/ml-workflow-automation

Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.

classification data-science flask helm jupyter-notebook kaggle kubernetes machine-learning mlops numpy pandas python rest-api sklearn

Last synced: 28 Oct 2024

https://github.com/ashishpatel26/datascienv

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

catboost data-science data-science-env datascienv imbalanced-data lightgbm matplotlib numpy pandas pycaret scikit-learn seaborn tensorflow2 xgboost

Last synced: 10 Oct 2024

https://github.com/rshrc/gait-recognition

Distance Recognition of a Human Being with Deep CNN's

cnn deep-learning gait image-processing imageio keras neural-network numpy pandas python3 tensorflow

Last synced: 28 Oct 2024

https://github.com/quansight/pnumpy

Parallel NumPy seamlessly speeds up NumPy for large arrays (64K+ elements) with no change required to existing code.

numpy performance

Last synced: 31 Oct 2024

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: 20 Dec 2024

https://github.com/yhtang/funfact

Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.

automatic-differentiation factorization linear-algebra machine-learning numpy python scientific-computing tensor

Last synced: 01 Nov 2024

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: 07 Nov 2024

https://github.com/balavenkatesh3322/face_unlock

We can lock and unlock our Ubuntu system using face recognition(currently only on Ubuntu).

computer-vision face-recognition lockscreen numpy opencv os python3 security-automation ubuntu

Last synced: 10 Nov 2024

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: 07 Nov 2024

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: 17 Dec 2024

https://github.com/pinto0309/whisper-onnx-tensorrt

ONNX and TensorRT implementation of Whisper

cupy numpy onnx stt tensorrt whisper

Last synced: 22 Oct 2024

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: 14 Dec 2024

https://github.com/grafana-toolbox/grafana-pandas-datasource

Grafana Pandas Datasource - using Python for generating timeseries-, table-data and annotations

datasource grafana grafana-datasource grafana-json-datasource grafana-plugin grafana-plugins kotori-daq numpy pandas pandas-dataframe python

Last synced: 13 Nov 2024

https://github.com/dnlcrl/deep-residual-networks-pyfunt

Python implementation of "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385 - MSRA, winner team of the 2015 ILSVRC and COCO challenges).

accuracy affine-layer cifar deep-residual-learning image-classification image-recognition ipython-notebook mnist numpy python residual-networks strider training

Last synced: 11 Oct 2024

https://github.com/warrenweckesser/ufunclab

NumPy ufuncs and utilities.

numpy python ufunc

Last synced: 19 Dec 2024

https://github.com/WarrenWeckesser/ufunclab

NumPy ufuncs and utilities.

numpy python ufunc

Last synced: 12 Nov 2024

https://github.com/geoschem/gcpy

Python toolkit for GEOS-Chem. Contains basic plotting scripts, plus the suite of GEOS-Chem benchmarking utilities.

atmospheric-chemistry atmospheric-modelling benchmarking cartopy cloud-computing geos-chem numpy plots plotting-in-python python python-toolkit scientific-computing visualization-tools xarray

Last synced: 21 Dec 2024

https://github.com/ivy-llc/robot

Functions and classes for gradient-based robot motion planning, written in Ivy.

deep-learning ivy machine-learning motion-planning mxnet numpy path-planning python pytorch robot tensorflow trajectory-optimization

Last synced: 23 Dec 2024

https://github.com/francois-rozet/torchist

NumPy-style histograms in PyTorch

histogram numpy pytorch

Last synced: 28 Oct 2024

https://github.com/rafayak/nothingbutnumpy

This repo is part of a series of blog post titled "Nothing but NumPy"

feature-cross ipynb network neural neural-network numpy

Last synced: 11 Oct 2024

https://github.com/google-research/dataclass_array

Dataclasses manipulated as numpy arrays (with batching, reshape, slicing,...)

dataclass dataclasses jax numpy tensorflow torch

Last synced: 22 Dec 2024

https://github.com/filippobovo/robustats

Robustats is a Python library for high-performance computation of robust statistical estimators.

c fast high-performance medcouple mode numpy python-library python3 robust-estimators robust-statistics weighted-median

Last synced: 03 Dec 2024

https://github.com/pyxrd/pyxrd

PyXRD is a python implementation of the matrix algorithm for computer modeling of X-ray diffraction (XRD) patterns of disordered lamellar structures.

gtk3 numpy python xray-diffraction xrd

Last synced: 02 Nov 2024

https://github.com/kaleidophon/token2index

A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.

deep-learning deeplearning i2t i2w indexing itos nlp numpy python pytorch rnn rnns seq2seq stoi t2i tensorflow token transformer transformers w2i

Last synced: 06 Dec 2024

https://github.com/roboticsclubiitj/ml-dl-implementation

An implementation of ML and DL algorithms from scratch in python using nothing but NumPy and Matplotlib.

deep-learning hacktoberfest machine-learning matplotlib numpy nwoc python statistics woc

Last synced: 18 Dec 2024

https://github.com/cosimonigro/agnpy

Modelling jetted Active Galactic Nuclei radiative processes with python

agn astropy blazar jets numpy python radiative-processes

Last synced: 22 Dec 2024

https://github.com/seung-lab/fastremap

Remap, mask, renumber, unique, and in-place transposition of 3D labeled images. Point cloud too.

array-manipulations biomedical-image-processing cython in-place in-place-transposition looping masking numpy point-cloud python python3 remap remapping renumbering transpose unique

Last synced: 21 Dec 2024

https://github.com/SciScala/NDScala

N-dimensional / multi-dimensional arrays (tensors) in Scala 3. Think NumPy ndarray / PyTorch Tensor but type-safe over shapes, array/axis labels & numeric data types

array-programming dotty machine-learning matrix multi-dimensional-array n-dimensional-array named-tensor ndarray neural-networks numerical-computing numpy scala scala-3 scala3 shape-safety tensor

Last synced: 18 Nov 2024

https://github.com/xtensor-stack/xtensor-fftw

FFTW bindings for the xtensor C++14 multi-dimensional array library

cplusplus-14 cpp fft fftw fftw3-binding library numpy template-metaprogramming xtensor

Last synced: 13 Nov 2024

https://github.com/bshillingford/python-sharearray

Share numpy arrays across processes efficiently ideal for large, read-only datasets

deep-learning machine-learning mmap numpy python pytorch

Last synced: 01 Dec 2024

https://github.com/gmelodie/silentmoire

Moiré pattern denoiser for screen pictures

denoising image-processing moire numpy python3

Last synced: 28 Oct 2024

https://github.com/skaftenicki/libcpab

CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuously-defined, velocity fields in Numpy, Tensorflow and Pytorch

diffiomorphic-transformations numpy pytorch tensorflow

Last synced: 22 Oct 2024

https://github.com/unidata/python-awips

A framework for querying AWIPS meteorological datasets from an EDEX Data Server.

awips data-visualization forecasting meteorology numpy python shapely weather

Last synced: 22 Dec 2024

https://github.com/vacumm/sphinx-fortran

Fortran domain and autodoc extensions to Sphinx

documentation fortran numpy sphinx-doc sphinx-extension

Last synced: 11 Nov 2024