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.
- GitHub: https://github.com/topics/numpy
- Wikipedia: https://en.wikipedia.org/wiki/NumPy
- Repo: https://github.com/numpy/numpy
- Created by: Travis Oliphant
- Related Topics: python, scipy,
- Last updated: 2024-11-09 00:20:26 UTC
- JSON Representation
https://github.com/yeonghyeon/r-cnn_light
Regional-Convolution Neural Network for blink detection based on contouring.
blink closing cnn computer-vision contours convolutional-neural-networks cv deep-learning detection dilation erosion numpy opening python rcnn rcnn-light tensorflow
Last synced: 11 Nov 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/boisgera/control-engineering-with-python
Control Engineering with Python
control-theory dynamical-systems engineering matplotlib numpy odes python scipy
Last synced: 14 Nov 2024
https://github.com/montanaz0r/bayesian-statistics-the-fun-way
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
bayesian-data-analysis bayesian-statistics data-science jupyter-notebook numpy pandas probability python scipy statistics
Last synced: 07 Nov 2024
https://github.com/spacetelescope/jwql
The James Webb Space Telescope Quicklook Application
astropy bokeh conda css django html javascript jenkins jupyter-notebook numpy postgresql pytest python sphinx sqlachemy
Last synced: 15 Oct 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
Last synced: 13 Nov 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: 11 Oct 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: 13 Nov 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/polyaxon/hypertune
A library for performing hyperparameter optimization
data-science deep-learning hyperparameter-optimization hyperparameter-tuning machine-learning mlops numpy scikit-learn workflow
Last synced: 10 Oct 2024
https://github.com/warrenweckesser/numpngw
Functions that create PNG and animated PNG files from numpy arrays.
Last synced: 11 Oct 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/tirthajyoti/covid-19-analysis
Analysis with Covid-19 data
analytics coronavirus covid-19 covid-data covid19-data data-science epidemiology machine-learning modeling numpy object-oriented-programming pandemic python visualization
Last synced: 09 Nov 2024
https://github.com/puzzlelib/puzzlelib
Deep Learning framework with NVIDIA & AMD support
data-science deep-learning deep-neural-networks gpu library machine-learning ml neural-network numpy python tensor
Last synced: 11 Oct 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/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: 30 Oct 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: 07 Nov 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/kylebarron/suncalc-py
A Python port of suncalc.js for calculating sun position and sunlight phases
Last synced: 02 Nov 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/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: 27 Oct 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/quansight/pnumpy
Parallel NumPy seamlessly speeds up NumPy for large arrays (64K+ elements) with no change required to existing code.
Last synced: 31 Oct 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/handley-lab/anesthetic
Nested Sampling post-processing and plotting
bayesian-inference fastkde matplotlib mcmc nested-sampling numpy pandas samples scipy
Last synced: 14 Oct 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/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: 09 Aug 2024
https://github.com/rvanasa/pandas-gpt
Power up your data science workflow with ChatGPT.
chatgpt data-cleaning data-engineering data-science data-visualization jupyter-notebook low-code matplotlib numpy openai pandas productivity scipy seaborn
Last synced: 11 Oct 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: 31 Oct 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/ayaka14732/travis
TrAVis: Visualise BERT attention in your browser
attention-mechanism bart bert heatmap jax natural-language-processing nlp numpy transformers visualization
Last synced: 28 Oct 2024
https://github.com/bjarten/alvito
Alvito - An Algorithm Visualization Tool for Python
algorithm algorithms array create gif gifs jupyter-notebook matplotlib matrix numpy python seaborn searching searching-algorithms sorting sorting-algorithms visualization
Last synced: 29 Oct 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/francois-rozet/torchist
NumPy-style histograms in PyTorch
Last synced: 28 Oct 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/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/spatialaudio/sfa-numpy
NumPy/Python toolbox for sound field analysis
acoustics beamforming delay-and-sum-beamforming modal-beamforming numpy sound-field-analysis
Last synced: 10 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: 11 Oct 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: 09 Nov 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: 11 Oct 2024
https://github.com/nicrie/xmca
Maximum Covariance Analysis in Python
complex correlation eof maximum maximum-covariance-analysis mca numpy pca principal-component-analysis promax python rotation varimax xarray
Last synced: 05 Nov 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: 13 Nov 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: 11 Oct 2024
https://github.com/hwalsuklee/numpy-neuralnet-exercise
Implementation of key concepts of neuralnetwork via numpy
cnn cross-entropy-loss deeplearning dropout mnist neural-network numpy numpy-neuralnet-exercise regularization relu sgd xavier-initializer
Last synced: 14 Oct 2024
https://github.com/rodolphebarbanneau/python-docstring-highlighter
Syntax highlighting for Python Docstring in VSCode.
docstring google highlighter markdown md numpy python rest restructuredtext sphinx
Last synced: 12 Oct 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: 04 Aug 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/robinka/jaxga
Geometric Algebra package for JAX
clifford-algebra geometric-algebra jax machine-learning numerical-computation numpy python
Last synced: 13 Nov 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/RobinKa/jaxga
Geometric Algebra package for JAX
clifford-algebra geometric-algebra jax machine-learning numerical-computation numpy python
Last synced: 09 Aug 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/offchan42/python-mmap-ipc
:zap: Fast inter-process communication (IPC) using memory mapped file in python
interprocess-communication ipc memory-mapped-file mmap numpy opencv opencv-python python python3
Last synced: 29 Oct 2024
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: 07 Nov 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: 13 Nov 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
https://github.com/ayushexel/neo
Deep learning library in python from scratch
artificial-intelligence deep-learning deep-learning-tutorial machine-learning machine-learning-coursera machine-learning-tutorials neural-network neural-network-builder neural-networks-from-scratch numpy numpy-neuralnet-exercise numpy-tutorial
Last synced: 22 Oct 2024
https://github.com/soumyadip007/data-science-using-python-university-course-module
“Data science” is just about as broad of a term as they come. It may be easiest to describe what it is by listing its more concrete components: Data exploration & analysis. Included here: Pandas; NumPy; SciPy; a helping hand from Python's Standard Library.
data-preparation data-preprocessing data-processing data-science data-visualization jupyter-notebook knn numpy panda plotting python
Last synced: 28 Oct 2024
https://github.com/samanyougarg/group-emotion-recognition
Group Emotion Recognition using deep neural networks and Bayesian classifiers.
bayesian-network cnn computer-vision convolutional-neural-networks deep-learning emotion emotion-analysis emotion-detection emotion-recognition facial-expression-recognition flask group-emotion-recognition image-processing keras numpy pandas
Last synced: 02 Nov 2024
https://github.com/mzy2240/ESA
Easy SimAuto (ESA): An easy-to-use Power System Analysis Automation Environment atop PowerWorld Simulator Automation Server (SimAuto)
automation contingency-analysis esa graph-analysis hpc numba numpy pandas power-flow powersystem powerworld powerworld-simulator python pythran simauto simulator simulator-automation-server smart-grid transient-stability
Last synced: 14 Nov 2024
https://github.com/mzy2240/esa
Easy SimAuto (ESA): An easy-to-use Power System Analysis Automation Environment atop PowerWorld Simulator Automation Server (SimAuto)
automation contingency-analysis esa graph-analysis hpc numba numpy pandas power-flow powersystem powerworld powerworld-simulator python pythran simauto simulator simulator-automation-server smart-grid transient-stability
Last synced: 11 Oct 2024
https://github.com/oroszgy/scriptinglanguagescoursematerials
Python and Lua tutorials
course-materials lua numpy python scikit-learn scripting-language tutorial
Last synced: 08 Nov 2024
https://github.com/oroszgy/ScriptingLanguagesCourseMaterials
Python and Lua tutorials
course-materials lua numpy python scikit-learn scripting-language tutorial
Last synced: 07 Aug 2024
https://github.com/trainingbypackt/data-science-with-python
Combine Python with machine learning principles to discover hidden patterns in raw data
kera matp natural-language-processing numpy pandas python sci tens
Last synced: 14 Nov 2024
https://github.com/nikorasu/pynboids
This is a Boids Simulation, written in Python with Pygame.
birds boid boids boids-algorithm boids-simulation emergent-behavior flocking flocking-algorithm flocking-simulation murmuration numpy pygame pygame2 python python3 schooling screensaver simulation spatial-partitioning swarm-intelligence
Last synced: 07 Nov 2024
https://github.com/nickmcintyre/numero
A friendly and intuitive math library for p5.js
Last synced: 27 Oct 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: 11 Oct 2024
https://github.com/ofnote/tsanley
A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")
deep-learning deep-neural-networks neural-networks numpy pytorch tensorflow
Last synced: 11 Oct 2024
https://github.com/ducha-aiki/numpy-sift
Numpy implementation of SIFT descriptor
descriptor image-matching local-features numpy sift
Last synced: 22 Oct 2024
https://github.com/jaybosamiya/fuzzing-numpy
:snake: Experiments in trying to find 0-days in numpy
0day experimental fuzzing numpy security
Last synced: 02 Nov 2024
https://github.com/k-arindam/swiftnp
A Swift library inspired by NumPy, focused on efficient numerical computation, array operations, and linear algebra for iOS and macOS development.
array-operation ios linear-algebra macos numerical-computation numpy swift
Last synced: 01 Nov 2024
https://github.com/bpesquet/mlhandbook
(Phased out) My textbook for teaching Machine Learning
deep-learning jupyter-notebook jupyterbook kata keras machine-learning nbgrader numpy python pytorch scikit-learn
Last synced: 13 Nov 2024
https://github.com/oie-mines-paristech/lca_algebraic
Layer over brightway2 for algebraic definition of parametric models and super fast computation of LCA
brightway2 foreground-activities lca lca-algebraic monte-carlo numpy symbolic-expressions
Last synced: 31 Oct 2024
https://github.com/trinkle23897/artificial-neural-network-thu-2018
4 small homeworks
Last synced: 28 Oct 2024
https://github.com/tlkh/m1-cpu-benchmarks
accelerate benchmark cpu m1 m1-max numpy pandas python spacy
Last synced: 07 Nov 2024
https://github.com/quantco/ndonnx
ONNX-backed array library that is compliant with the Array API standard.
Last synced: 13 Nov 2024
https://github.com/pityka/saddle
SADDLE: Scala Data Library
data data-science dataframe linear-algebra matrix numpy pandas scala
Last synced: 28 Sep 2024
https://github.com/costrouc/pysrim
Automation, Analysis, and Plotting of SRIM Calculations
ion-cascades numpy simulation srim
Last synced: 28 Oct 2024
https://github.com/gregyjames/aiportfolio
Use AI to generate a optimized stock portfolio
finance numpy pandas portfolio python python3 scikit-learn stock stock-market stocks yahoo
Last synced: 10 Nov 2024
https://github.com/Daniel-Liu-c0deb0t/Adversarial-point-perturbations-on-3D-objects
New distributional and shape attacks on neural networks that process 3D point cloud data.
3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow
Last synced: 28 Oct 2024
https://github.com/mhostetter/sdr
A Python package for software-defined radio
demodulation digital-communications digital-signal-processing dsp forward-error-correction modem modulation numpy sdr software-defined-radio wireless-communications
Last synced: 28 Oct 2024
https://github.com/daniel-liu-c0deb0t/adversarial-point-perturbations-on-3d-objects
New distributional and shape attacks on neural networks that process 3D point cloud data.
3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow
Last synced: 07 Nov 2024
https://github.com/hunar4321/reweight-gpt
Reweight GPT - a simple neural network using transformer architecture for next character prediction
algorithms data-science gpt language-model machine-learning nerual-networks numpy pytorch
Last synced: 14 Nov 2024
https://github.com/michaelaquilina/hashedindex
Python package providing an Inverted Index implementation using dictionaries
indexing nlp nlp-machine-learning numpy pandas python2 python3 text-processing
Last synced: 28 Oct 2024
https://github.com/cainmagi/ffmpeg-encoder-decoder-for-python
This is a C++ based FFmpeg Encoder/Decoder for Python 3.6+ & numpy 1.19+. Both Linux & Win versions are provided. Theoretically you do not need to install FFmpeg for using this library.
encoder ffmpeg ffmpeg-encoder ffmpeg-wrapper h264 numpy python python-c-api python3 python3-library rtmp rtmp-player rtmp-push rtsp rtsp-player rtsp-push video video-stream
Last synced: 27 Oct 2024
https://github.com/mramshaw/data-cleaning
Data Cleaning with Python
data-cleaning data-munging data-wrangling numpy pandas python python3
Last synced: 14 Nov 2024
https://github.com/glevv/obscure_stats
A small collection of lesser-known statistical measures
data-analysis data-science descriptive-statistics math numpy python robust-statistics scipy statistical-analysis statistics
Last synced: 14 Nov 2024
https://github.com/petronetto/machine-learning-alpine
Alpine Container for Machine Learning
alpine docker jupyter-notebook keras machine-learning matplotlib numpy pandas python scikit-learn seaborn tensorflow xgboost
Last synced: 09 Nov 2024
https://github.com/brunogeorgevich/llama3.cp
Adapted version of llama3.np (NumPy) to a CuPy implementation for the Llama 3 model.
ai cupy llama3 llm numpy self-hosted
Last synced: 27 Sep 2024
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: 09 Nov 2024
https://github.com/laurentrdc/npstreams
Streaming operations on NumPy arrays
numpy python3 streaming-algorithms
Last synced: 02 Nov 2024
