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/pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

autograd deep-learning gpu machine-learning neural-network numpy python tensor

Last synced: 30 Jul 2024

https://github.com/jakevdp/PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

jupyter-notebook matplotlib numpy pandas python scikit-learn

Last synced: 30 Jul 2024

https://jakevdp.github.io/PythonDataScienceHandbook/

Python Data Science Handbook: full text in Jupyter Notebooks

jupyter-notebook matplotlib numpy pandas python scikit-learn

Last synced: 30 Jul 2024

https://github.com/Asabeneh/30-Days-Of-Python

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

30-days-of-python flask github heroku matplotlib mongodb numpy pandas python python3

Last synced: 30 Jul 2024

https://github.com/donnemartin/data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano

Last synced: 30 Jul 2024

https://github.com/numpy/numpy

The fundamental package for scientific computing with Python.

numpy python

Last synced: 30 Jul 2024

https://github.com/huggingface/datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

computer-vision datasets deep-learning hacktoberfest machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow

Last synced: 30 Jul 2024

https://github.com/kailashahirwar/cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

artificial-intelligence deep-learning keras machine-learning matplotlib numpy scipy

Last synced: 01 Aug 2024

https://github.com/dask/dask

Parallel computing with task scheduling

dask numpy pandas pydata python scikit-learn scipy

Last synced: 30 Jul 2024

https://github.com/rougier/numpy-100

100 numpy exercises (with solutions)

binder exercises notebook numpy python

Last synced: 31 Jul 2024

https://github.com/bbfamily/abu

阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构

algorithmic-trading bitcoin machine-learning matplotlib numpy pandas quant quantitative-trading stock trade trading

Last synced: 31 Jul 2024

https://github.com/rougier/scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

book dataviz matplotlib numpy open-access plotting python scientific-publications

Last synced: 31 Jul 2024

https://github.com/fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

algorithms data-science deep-learning linear-algebra machine-learning numpy python

Last synced: 31 Jul 2024

https://github.com/numba/numba

NumPy aware dynamic Python compiler using LLVM

compiler cuda llvm numba numpy parallel python

Last synced: 30 Jul 2024

https://github.com/arogozhnikov/einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

chainer cupy deep-learning einops jax keras numpy pytorch tensor tensorflow

Last synced: 30 Jul 2024

https://github.com/lanpa/tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

machine-learning numpy pytorch tensorboard visualization

Last synced: 30 Jul 2024

https://github.com/iamseancheney/python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

matplotlib numpy pandas

Last synced: 31 Jul 2024

https://github.com/ijl/orjson

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

dataclasses datetime deserialization json numpy pyo3 python rust serialization

Last synced: 31 Jul 2024

https://github.com/chainer/chainer

A flexible framework of neural networks for deep learning

chainer cuda cudnn cupy deep-learning gpu machine-learning neural-network neural-networks numpy python

Last synced: 30 Jul 2024

https://github.com/MegEngine/MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 31 Jul 2024

https://github.com/Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 01 Aug 2024

https://github.com/tensorflow/datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

data dataset datasets jax machine-learning numpy tensorflow

Last synced: 30 Jul 2024

https://github.com/pyqtgraph/pyqtgraph

Fast data visualization and GUI tools for scientific / engineering applications

hacktoberfest numpy python qt scientific-visualization visualization

Last synced: 30 Jul 2024

https://github.com/pydata/xarray

N-D labeled arrays and datasets in Python

dask netcdf numpy pandas python xarray

Last synced: 31 Jul 2024

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

C++ tensors with broadcasting and lazy computing

c-plus-plus-14 multidimensional-arrays numpy tensors

Last synced: 30 Jul 2024

https://github.com/quantopian/alphalens

Performance analysis of predictive (alpha) stock factors

algorithmic-trading finance jupyter numpy pandas python

Last synced: 31 Jul 2024

https://github.com/mars-project/mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dask dataframe joblib lightgbm machine-learning numpy pandas python pytorch ray scikit-learn statsmodels tensor tensorflow xgboost

Last synced: 31 Jul 2024

https://github.com/ajcr/100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

data-analysis numpy pandas python

Last synced: 31 Jul 2024

https://github.com/pyro-ppl/numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

bayesian-inference hmc inference-algorithms jax mcmc numpy probabilistic-programming pyro

Last synced: 30 Jul 2024

https://github.com/napari/napari

napari: a fast, interactive, multi-dimensional image viewer for python

napari numpy python visualization

Last synced: 02 Aug 2024

https://github.com/bangoc123/learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

javascript jupyter-notebook machine-learning machine-learning-tutorials numpy python python-tutorials python3 tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 01 Aug 2024

https://github.com/rougier/from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

book cc-by-nc-sa numpy open-access python vectorization

Last synced: 31 Jul 2024

https://github.com/marcomusy/vedo

A python module for scientific analysis of 3D data based on VTK and Numpy

3d 3d-graphics finite-elements mesh numpy python scientific-research scientific-visualization simulations visualization vtk

Last synced: 30 Jul 2024

https://github.com/ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 02 Aug 2024

https://github.com/Kyubyong/numpy_exercises

Numpy exercises.

numpy numpy-exercises

Last synced: 02 Aug 2024

https://github.com/neonwatty/machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

artificial-intelligence autograd collab data-science deep-learning jax jupyter-notebook lecture-notes machine-learning machine-learning-algorithms mathematical-optimization neural-network numpy python slides

Last synced: 31 Jul 2024

https://github.com/trekhleb/machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

ai artificial-intelligence colab colab-notebook javascript jupyter-notebooks keras machine-learning numpy python tensorflow

Last synced: 31 Jul 2024

https://github.com/JuliaPy/PyCall.jl

Package to call Python functions from the Julia language

interoperability julia numpy python

Last synced: 31 Jul 2024

https://github.com/SciSharp/NumSharp

High Performance Computation for N-D Tensors in .NET, similar API to NumPy.

machine-learning numpy numsharp pandas

Last synced: 01 Aug 2024

https://github.com/SkalskiP/ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

computer-vision deep-learning deep-learning-tutorial neural-network numpy visualizations

Last synced: 02 Aug 2024

https://github.com/dagworks-inc/hamilton

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering featurization hacktoberfest lineage llmops machine-learning mlops numpy orchestration pandas python software-engineering

Last synced: 01 Aug 2024

https://github.com/DAGWorks-Inc/hamilton

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering featurization hacktoberfest lineage llmops machine-learning mlops numpy orchestration pandas python software-engineering

Last synced: 31 Jul 2024

https://github.com/glumpy/glumpy

Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

engine game numpy opengl python rendering science visualization

Last synced: 05 Aug 2024

https://github.com/apachecn/pyda-2e-zh

:book: [译] 利用 Python 进行数据分析 · 第 2 版

book data-analysis numpy pandas pyda python

Last synced: 31 Jul 2024

https://github.com/PyO3/rust-numpy

PyO3-based Rust bindings of the NumPy C-API

ndarray numpy numpy-capi rust-bindings rust-ndarray rust-numpy

Last synced: 09 Aug 2024

https://github.com/xorbitsai/xorbits

Scalable Python DS & ML, in an API compatible & lightning fast way.

data-science distributed-systems lightgbm machine-learning ml numpy pandas python scalable xgboost

Last synced: 31 Jul 2024

https://github.com/carefree0910/MachineLearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 02 Aug 2024

https://github.com/pydata/bottleneck

Fast NumPy array functions written in C

c c-extension fast numpy python

Last synced: 30 Jul 2024

https://github.com/kwgoodman/bottleneck

Fast NumPy array functions written in C

c c-extension fast numpy python

Last synced: 04 Aug 2024

https://github.com/bat67/pytorch-tutorials-examples-and-books

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

deep-learning deep-learning-algorithms deep-learning-tutorial deeplearning learning-pytorch library machine-learning neural-network numpy python python3 pytorch pytorch-ppt pytorch-tutorials slide

Last synced: 02 Aug 2024

https://github.com/hukenovs/dsp-theory

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

convolution digital-signal-processing dsp fast-fourier-transform fft finite-impulse-response fir fpga lectures lessons numpy numpy-tutorial python scipy tutorial

Last synced: 02 Aug 2024

https://github.com/dadadel/pyment

Format and convert Python docstrings and generates patches

developer-tools development docstrings documentation epydoc google numpy python

Last synced: 31 Jul 2024

https://github.com/alyssaq/face_morpher

:angel: Morph faces with Python, Numpy, Scipy

numpy opencv python python3

Last synced: 03 Aug 2024

https://github.com/stitchfix/hamilton

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

dag data-engineering data-platform data-science dataframe etl etl-framework etl-pipeline feature-engineering featurization hamilton hamiltonian machine-learning numpy pandas python software-engineering stitch-fix

Last synced: 02 Aug 2024

https://github.com/SALib/SALib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

global-sensitivity-analysis joss morris numpy python salib sensitivity-analysis sensitivity-analysis-library sobol uncertainty uncertainty-quantification

Last synced: 02 Aug 2024

https://github.com/Onelinerhub/onelinerhub

Thousands of code solutions with clear explanation @ onelinerhub.com

bash clickhouse docker ffmpeg git golang javascript jquery lua mysql nginx numpy pandas php python redis rust sklearn ssh ubuntu

Last synced: 31 Jul 2024

https://github.com/parrt/tensor-sensor

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

debugging deep-learning jax matrix numpy python pytorch tensorflow tracing vector

Last synced: 31 Jul 2024

https://github.com/ashvardanian/SimSIMD

Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐

arm-neon arm-sve assembly avx2 avx512 blas blas-libraries distance-calculation distance-measures float16 information-retrieval metrics neon numpy scipy simd simd-instructions similarity-measures similarity-search vector-search

Last synced: 31 Jul 2024

https://github.com/BabitMF/bmf

Cross-platform, customizable multimedia/video processing framework. With strong GPU acceleration, heterogeneous design, multi-language support, easy to use, multi-framework compatible and high performance, the framework is ideal for transcoding, AI inference, algorithm integration, live video streaming, and more.

ai arm bmf bytedance cpp cross-platform cuda ffmpeg gpu heterogeneous live-video mediacodec multimedia numpy nvidia opencv python tensorrt transcode x86-64

Last synced: 01 Aug 2024

https://github.com/lmammino/financial

A Zero-dependency TypeScript/JavaScript financial library (based on numpy-financial) for Node.js, Deno and the browser

deno financial javascript mortgage node nodejs numpy numpy-financial typescript zero-dependency

Last synced: 03 Aug 2024

https://github.com/jonasrauber/eagerpy

PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code

eager-execution jax numpy python pytorch tensorflow tensorflow2

Last synced: 02 Aug 2024

https://github.com/wkentaro/pytorch-for-numpy-users

PyTorch for Numpy users. https://pytorch-for-numpy-users.wkentaro.com

numpy pytorch

Last synced: 02 Aug 2024

https://github.com/IntelPython/sdc

Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler

big-data compilers machine-learning numpy pandas parallel-computing python

Last synced: 03 Aug 2024

https://github.com/A3M4/YouTube-Report

:bar_chart: Generate a personal YouTube report from your Google Takeout data

matplotlib numpy reportlab seaborn wordcloud

Last synced: 07 Aug 2024

https://github.com/TrainingByPackt/Data-Science-Projects-with-Python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science machine-learning numpy pandas pandas-dataframe python scikit-learn

Last synced: 01 Aug 2024

https://github.com/gboeing/pynamical

Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.

animation bifurcation-diagram chaos cobweb-plot fractal fractals ipynb logistic math matplotlib modeling nonlinear numba numpy pandas phase-diagram physics python systems visualization

Last synced: 02 Aug 2024

https://github.com/WoLpH/numpy-stl

Simple library to make working with STL files (and 3D objects in general) fast and easy.

3d fast high-performance numpy python python2 python3 stl

Last synced: 02 Aug 2024

https://github.com/wolph/numpy-stl

Simple library to make working with STL files (and 3D objects in general) fast and easy.

3d fast high-performance numpy python python2 python3 stl

Last synced: 30 Jul 2024

https://github.com/blue-yonder/turbodbc

Turbodbc is a Python module to access relational databases via the Open Database Connectivity (ODBC) interface. The module complies with the Python Database API Specification 2.0.

data-science database exasol numpy odbc pep249 pyodbc python python-database-api speedup

Last synced: 01 Aug 2024