Top 499 numpy open source projects

Deep learning library in python from scratch

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.

Python implementation of Poisson matting method

Fast zero-overhead bindings between NumPy and Eigen

Gaia is a geospatial analysis library jointly developed by Kitware and Epidemico.

Extension to hypothesis for testing numpy general universal functions

Data Augmentation using NumPy

weighted quantiles with Python

Python toolkit for GEOS-Chem.

经典机器学习算法的极简实现

Image Classifier with Flask and Keras CNN

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

A library to interface molecules and machine learning.

Emerging Technologies Project - 4th Year 2017

Course taught at the University of Bordeaux in the academic year 2017 for PhD students.

Data analysis and visualization with PyData ecosystem: Pandas, Matplotlib Numpy, and Seaborn

Final Project of the Udacity AI Programming with Python Nanodegree

My workshop on machine learning using python language to implement different algorithms

This repository contains notes and projects of Data scientist track from dataquest course work.

使用numpy构建cnn复习深度学习知识

The James Webb Space Telescope Quicklook Application

Python Image Search Engine with OpenCV

Python model solving the shallow water equations (linear momentum, nonlinear continuity)

SLAM - Simultaneous localization and mapping using OpenCV and NumPy.

Play around with Pixel in Python

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

Library packs for google cloud functions

Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera. Fingertip location is mapped to RGB images to control the mouse cursor.

multi-dimensional statistical test with python

Vinum is a SQL processor for Python, designed for data analysis workflows and in-memory analytics.

Geometric operations on polytopes of any dimension

NumPy drop-in replacement for Intel(R) XPUs

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion,…

PyTorch1.0 深度学习：60分钟入门与实战（Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习）

Awesome Spectral Indices in Python.

In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.

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。

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

Scientific Computing for Chemists text for teaching basic computing skills to chemistry students using Python, Jupyter notebooks, and the SciPy stack. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, NMRglue, SymPy, scikit-image, and scikit-learn.

A value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts

demonstrating use of convolution neural networks to detect objects in a video

Msgpack serialization/deserialization library for Python, written in Rust using PyO3 and rust-msgpack. Reboot of orjson. msgpack.org[Python]

∿ Oscilloscope waveform capture viewer and converter.

A 3D electromagnetic FDTD simulator written in Python

Deep Learning framework with NVIDIA & AMD support

Fetch RTSP Stream using GStreamer in Python and get image in Numpy

Concrete Numpy is a python package that contains the tools data scientists need to compile various numpy functions into their Fully Homomorphic Encryption (FHE) equivalents. Concrete Numpy goes on top of the Concrete Library and its Compiler.

Python binding of primitiv.

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

Implementation of a Spiking Neural Network in Tensorflow.

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.

A Python module for reading and writing WAV files using numpy arrays.

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

Video data processing pipeline using OpenCV

Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:

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Sorting objects of different colors using robotic arm and using computer vision (image processing).

These are the projects I did on my Udacity Deep Learning Nanodegree 🌟 💻 💻. 💥 🌈

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.