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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/mathiasotnes/back-propagation

Neural network framework. The back-propagation algorithm is implemented with numpy, and the package supports basic activation functions, loss functions and neural architectures.

back-propagation deep-learning neural-network numpy

Last synced: 18 Dec 2024

https://github.com/vinicius999/icu-beds-forecast-covid-19-brazil

Predição do percentual de ocupação de leitos de UTI no Brasil devido a pandemia do COVID-19 tendo como base a evolução da vacinação, usando Support Vector Regression (SVR)

covid-19 gridsearch-tuning matplotlib numpy pandas plotly python sklearn support-vector-regression

Last synced: 13 Nov 2024

https://github.com/r13i/painting-with-neural-net

Project to train a neural network to paint using TensorFlow.

jupyter-notebook machine-learning neural-networks numpy python tensorflow

Last synced: 07 Dec 2024

https://github.com/matx64/rs-cvbot

Old School Runescape (MMORPG) Bot created using OpenCV (template matching) for object identification

numpy opencv python

Last synced: 17 Dec 2024

https://github.com/eve-ning/numpy_as_strided_guide

NumPy as_strided Guide

numpy numpy-tutorial python

Last synced: 15 Dec 2024

https://github.com/pulkin/curious

Parallel sampling of multidimensional functions

integration numerical-optimization numpy python sampling scipy

Last synced: 12 Dec 2024

https://github.com/huangyxi/aprint

A Python printing package for those who don't care about the actual elements of array-like data but the types and shapes within a complex data structure

machine-learning machine-learning-library numpy pretty pretty-print print pytorch

Last synced: 12 Dec 2024

https://github.com/izam-mohammed/celebrity-classification

In this end-to-end data science and machine learning project 📊, we classify sports personalities 🏀. After Hyperparameter tuning 🔧, I found that a Support Vector Machine (SVM) is the best for this classification 🏆. The model has 85% accuracy 📈 in classifying images 📸.

flask image-classification machine-learning ml-project model numpy pandas python svm

Last synced: 09 Jan 2025

https://github.com/hritik5102/numpy-for-beginners

NumPy is a Python library that is the core library for scientific computing in Python.

numpy numpy-arrays numpy-basic numpy-exercises numpy-for-beginners numpy-trick numpy-tutorial

Last synced: 12 Dec 2024

https://github.com/trainingbypackt/data-visualization-with-python-elearning

Create an impact with meaningful data insights using interactive and engaging visuals

data-visualization datascience geoplotlib matplotlib numpy pandas python seaborn

Last synced: 14 Nov 2024

https://github.com/yashika-malhotra/exploratory-data-analysis-for-multinational-retail-corporation

Analysis via CLT and Visualization on Multinational Retail Corporation's data to provide insights and recommendations to improve their userbase.

colab-notebook data jupyter-notebook matplotlib numpy pandas python seaborn stats

Last synced: 14 Nov 2024

https://github.com/yuweaec/ai-programming-with-python-bertelsmann

This repository aims to provide code and information to help you develop a comprehensive understanding of Python programming in the context of artificial intelligence (AI) applications.

ai bertelsmann data-structures functions jupyter-kernels jupyter-notebook numpy object-oriented-programming pandas python python-packages pytorch scripting udacity-nanodegree

Last synced: 20 Nov 2024

https://github.com/fabianacampanari/iris-dataanalysis-seaborn-

🌸 The provided code snippet is a Python script that uses matplotlib to plot the numerical and exact derivatives of a function f4 over a range of values. The script generates a sequence of values x from -5 to 5, calculates the derivatives using two different methods, and then plots the results for comparison.

iris-dataset jupyter-notebook machine-learning matplotlib numpy pandas pyplot python-lambda python3 scikit-learn seaborn seaborn-plots

Last synced: 19 Jan 2025

https://github.com/samarthgarge/30-days-of-datascience

📊 30 Days of Data Science is a daily challenge to guide you through Data Science essentials. From basics to advanced, this repo offers clear examples, practical exercises, and resources to help you master Data Science, one day at a time. Whether you're new or refining your skills, this challenge has something for you. Join the journey now! 🚀

data-science exploratory-data-analysis machine-learning matplotlib-pyplot numpy pandas python3 seaborn

Last synced: 07 Dec 2024

https://github.com/jparedesds/email-mapi-automation

Automation of documentation entry through email(Outlook/IMAP) to excel and BBDD (ERP)

beautifulsoup4 imap-client numpy outlook pandas regex shutil timestamp xlsxwriter

Last synced: 22 Jan 2025

https://github.com/jesussantana/ibm-data-analysis-with-python-da0101en

This course will take you from the basics of Python to exploring many different types of data.

anova correlation data-analysis model-evaluation numpy pandas prepare-data python regression-models statistics

Last synced: 12 Nov 2024

https://github.com/danielpuentee/outdpik

The fundamental toolkit for outliers search and visualization. It aims to be the fundamental high-level package for this purpose.

data-analysis matplotlib numpy python

Last synced: 17 Dec 2024

https://github.com/simoesleticia/numpy-studies

Explorando e aprimorando habilidades em NumPy

numpy numpy-tutorial python studies

Last synced: 16 Nov 2024

https://github.com/docsallover/helmet-and-plate-detection

Helmet and Number Plate Detection using YOLOv3 with opencv and python

data-science detection jupyter-notebook machine-learning numpy opencv python tenserflow yolo yolov3

Last synced: 15 Jan 2025

https://github.com/omkarpattnaik8080/numpy01

Learning Numpy library

data-science numpy

Last synced: 14 Jan 2025

https://github.com/omkarpattnaik8080/credit-card-fault-detection-system

"Developing a credit card fraud detection system using machine learning techniques to identify and prevent fraudulent transactions, ensuring the security and integrity of financial transactions for users and businesses."

aws data-science machine-learning matplotlib numpy pandas statistics

Last synced: 14 Nov 2024

https://github.com/kiwi0fruit/featherhelper

Concise interface to cache numpy arrays and pandas dataframes

cache numpy pandas pyarrow python

Last synced: 16 Jan 2025

https://github.com/bhattbhavesh91/self-attention-python

This repository will guide you to implement a simple self-attention mechanism using the Python's NumPy library

attention-mechanism numpy python self-attention self-attention-implementation

Last synced: 16 Nov 2024

https://github.com/wmramadan/python-examples

Examples of using different python libraries and concepts.

algorithms jupyter-notebooks nltk numpy python python3 tkinter wxpython

Last synced: 09 Nov 2024

https://github.com/efecanxrd/dlib-face-detection

The project takes the image from the real time camera with the opencv library. We can process this data with dlib and scan 68 points on our face.

cv2 dlib dlib-face dlib-face-detection dlib-face-recognition dlib-library face-detection face-recognition facedetect facedetection numpy opencv opencv-detection-models opencv-python python python-cv2 pythondlib

Last synced: 15 Jan 2025

https://github.com/tambeta/juice

Terrain generator + a simple top-down scrolling engine skeleton

numpy opengl pyglet python python3 scipy terrain terrain-generation top-down

Last synced: 16 Jan 2025

https://github.com/nengo/nengo-gyrus

Recursively generate large-scale Nengo models using NumPy semantics.

functional-programming nengo neural-networks numpy python

Last synced: 25 Jan 2025

https://github.com/jparedesds/lazy-classifier-traffic-accidents-madrid

Analysis and predictions of Traffic Accidents in the City of Madrid

datetime hyperopt lazypredict matplotlib numpy pandas pickle requests seaborn sklearn squarify

Last synced: 22 Jan 2025

https://github.com/sb-child/spectrum-analyzer

a simple spectrum analyzer (audio visualizer) using python and esp8266

arduino audio esp8266 fft fft-analysis led numpy platformio python spectrum u8g2 visualizer

Last synced: 13 Nov 2024

https://github.com/crosschainer/e-peen

Benchmark CPU, Benchmark GPU, Storage, RAM using Python

benchmark benchmarking cpu-benchmark gpu-benchmark numpy pyopencl

Last synced: 17 Nov 2024

https://github.com/wtcpython/funcdrawer

一个简单，易上手的绘图软件

numpy pyqtgraph pyside6 python

Last synced: 14 Jan 2025

https://github.com/bhavik-jikadara/car-price-prediction

Car price prediction system to effectively determine the worthiness of the car using a variety of features.

car-price-prediction carpriceprediction dataset machinelearning numpy pandas

Last synced: 18 Jan 2025

https://github.com/bemwamalak/mathsolver

A math solver project made for mathematics course at Cairo University.

linear-algebra numpy python sympy

Last synced: 13 Nov 2024

https://github.com/aidarkhaibulov/teapot-art

Computer graphics artwork. It's raster graphics teapot which implemented by using Bresenham's algorithm to draw the lines between points.

bresenham-algorithm computergraphics matplotlib numpy

Last synced: 22 Jan 2025

https://github.com/aidarkhaibulov/pendulum-art

Computer graphics artwork. It's raster graphics pendulum-balls implemented by using NURBS curves.

computergraphics matplotlib numpy nurbs-curves

Last synced: 22 Jan 2025

https://github.com/utsanjan/traffic-prediction-model

Traffic prediction model built with python using Machine learning and Image processing

anaconda image-processing ipynb jupyter-notebook machine-learning matplotlib numpy pip python python3 tensorflow traffic-prediction

Last synced: 22 Nov 2024

https://github.com/hexdecimal/raywizard

A game submitted to the 2021 7DRL. You play as a wizard with magical abilities which can alter the terrain around you.

7drl 7drl2021 itchio libtcod numpy python-3 python-tcod roguelike-game

Last synced: 19 Nov 2024

https://github.com/ruban-edward/ai-virtual-painter

Developed an application that allows us to virtually paint in the air using their fingers. Developed in python using Opencv ,MediaPipe and Numpy

handtrack-library math mediapipe numpy opencv2 os

Last synced: 19 Jan 2025

https://github.com/aidarkhaibulov/chaos-cubes-art

Computer graphics artwork. It's raster graphics which simulates Brownian motion.

bresenham-algorithm brownian-motion computergraphics matplotlib numpy

Last synced: 22 Jan 2025

https://github.com/aidarkhaibulov/flower-art

🌼Computer graphics artwork. It's raster graphics flower drawn by using Bézier curves in order to animate petals tearing off.

bezier-curves computergraphics matplotlib numpy

Last synced: 22 Jan 2025

https://github.com/chrismaree/icao-weather-analysis-python

Repository for ELEN3007 - Probabilistic Systems Analysis Assignment assignment using Jupyter Notebooks and Numpy to preform calculations

jupyter-notebook numpy

Last synced: 16 Jan 2025

https://github.com/samyak2/numpytorch

Simple neural network implementation in numpy with a PyTorch-like API

deep-learning neural-network numpy pytorch

Last synced: 10 Jan 2025

https://github.com/prakharjadaun/ml-learn-with-me

Learn Machine learning and its different algorithms with me. In this repo, I upload well explained ml algorithms and topics related to statistics.

backpropagation data-visualization keras-neural-networks learn-with-me machine-learning numpy seaborn

Last synced: 18 Jan 2025

https://github.com/miteshputhran/nyc-vehicle-collision-analysis

Used vehicle collision data from NYC Open Data to analyse various factors for collisions, identifying the vehicle type involved in the crashes and using weather dataset to identify how snowfall and precipitation had caused increase in collisons

collision csv folder-structure json matplotlib newyork numpy nyc pandas python vehicles

Last synced: 04 Dec 2024

https://github.com/simeonhristov99/ml_23-24

Practice sessions for the elective course "Machine Learning and Data Mining" in the Faculty of Mathematics and Informatics, Sofia University.

data-science jupyter-notebooks machine-learning matplotlib numpy pandas python3

Last synced: 14 Nov 2024

https://github.com/thoduv/pyradar5

Python wrapper for the RADAR5 DDE integrator

differential-equations mathematics numerical-methods numpy physics-simulation python

Last synced: 17 Jan 2025

https://github.com/vishnu-t-r/mini_projects_data_analysis_python

In this repository you will find python scripts that were wrote as part of learning and refreshing activity. This repository has been created for future references.

bar-chart dataframe matplotlib numpy pandas pandas-dataframe series time-series

Last synced: 07 Jan 2025

https://github.com/matsjfunke/feedforward-neural-network-from-scratch

Fully Connected Neural Network (FCNN) from scratch in python & Notes to aid understanding the workings of neural networks

backpropagation forward-propagation gradient-descent mnist neural-network numpy pandas python

Last synced: 07 Dec 2024

https://github.com/marcelovilla/gdal-py-snippets

Small different-purpose programs using gdal-python bindings (and a fair amount of NumPy)

gdal gdal-python numpy ogr pandas python raster shapefile

Last synced: 23 Jan 2025

https://github.com/surajv311/data_analysis-food_recipes_ds

Data preprocessing, cleaning, <Analysis> & plotting 📊 of Food Recipies Dataset (from Kaggle). 🐍 Libraries used: Pandas, Matplotlib, Seaborn, Plotly.📈

data-analysis kaggle-dataset matplotlib numpy pandas plotly seaborn

Last synced: 21 Jan 2025

https://github.com/akash-rajak/image-editor

Python Script for editing image.

cv2 image-editor numpy os python3 random tkinter

Last synced: 05 Dec 2024

https://github.com/clementreiffers/maze-creator

a maze generator made in python

matplotlib maze maze-generator numpy python python3

Last synced: 17 Dec 2024

https://github.com/cchandre/guiding-center

Guiding-center dynamics in plasma physics

gyrokinetic hamiltonian numpy plasma-physics python3 scipy sympy

Last synced: 10 Nov 2024

https://github.com/madeyoga/machine-learning

Tensorflow & scikit-learn examples

numpy pandas scikit-learn tensorflow

Last synced: 15 Nov 2024

https://github.com/ginberg/boston_housing

Predicting house prices in Boston with python/scikit-learn

jupyter-notebook machine-learning-algorithms numpy predicting-housing-prices python scipy

Last synced: 22 Jan 2025

https://github.com/pothosware/pothosnumpy

Pothos toolkit for NumPy API support

dataflow dataflow-programming numpy pothos python

Last synced: 15 Nov 2024

https://github.com/concaption/minimem-vector-store

minimem is a minimal implementation of in-memory vector-store using only numpy

numpy vector-store

Last synced: 16 Dec 2024

https://github.com/eloyekunle/widompython

Python Data Explorations

jupyter-notebook numpy python

Last synced: 16 Dec 2024

https://github.com/intelpython/optimizations_bench

Collection of performance benchmarks used to present optimizations implemented for Intel(R) Distribution for Python*

benchmark mkl-umath numpy python

Last synced: 15 Nov 2024

https://github.com/ndom91/newtelco-powercompare

🔋 Internal Datacenter Power Usage Comparison Tool

hacktoberfest mysql netbox numpy pandas postgresql python

Last synced: 12 Jan 2025

https://github.com/crispengari/keras-api

💎 Introduction to Keras API and TensorFlow for Researchers

ai deep-learning jupyter-notebook keras machine-learning matplotlib numpy python scikit-learn tensorflow

Last synced: 16 Dec 2024

https://github.com/raoulluque/imagerecognitionfromscratch

Deep neural network implementation from scratch using python and numpy to classify MNIST dataset

digit-recognition machine-learning mnist neural-network numpy python

Last synced: 28 Nov 2024

https://github.com/tugot17/knn-algorithm-from-scratch

The K Nearest Neighbors algorithm, written from scratch using the Python programming language

from-scratch k-nearest-neighbours knn numpy python

Last synced: 22 Jan 2025

https://github.com/degencap777/lstmstockpricepredictor

Predicting storck price of Suzunoya- by means of LSTM

keras matplotlib numpy pandas tensorflow yfinance

Last synced: 14 Nov 2024

https://github.com/quantum-software-development/limits-calculus-i

✍️ Math Calculus I - Limits and Derivatives Exercises - AI Data Science - PUCSP University

calculus derivative django latex-code leonardo-ai limits mathpix maths numpy overleaf python3 rest-api

Last synced: 21 Jan 2025

https://github.com/nishant-sethi/machine-learning

Find all the relevant material of machine learning here and give your career a kick-start.

machine-learning natural-language-processing numpy pandas sklearn

Last synced: 07 Nov 2024

https://github.com/elggem/shapeset-generator

Generates varying shapes as training data for neural nets: ShapeSet.

data machine-learning numpy opencv python svg training

Last synced: 08 Jan 2025

https://github.com/yogeshselvarajan/rent-prediction-of-house

We will build a model to estimate the rent by explaining the most influential boroughs of Paris the French capital. The used method is the Multiple Linear Regression .

linear-regression machine-learning multiple-linear-regression numpy pandas prediction price sklearn

Last synced: 11 Jan 2025

https://github.com/joshuamhtsang/crystalninja

A code for generating crystal stuctures with defects for atomic simulation.

numpy python python3 virtualenv

Last synced: 24 Jan 2025

https://github.com/ranjan2104/automobil-prediction-application

This Model is Built using Machine Learning Algorithm i.e Linear Regression and Sklearn so training and testing of data and uses Flask as in Backend and HTML, CSS and JS as in Frontend and the pickle module is used for make a .pkl file such that the data can be fetched using flask is possible and make the prediction of 88%+.

bootstrap4 css flask html js linear-regression numpy pandas pickle sklearn

Last synced: 08 Jan 2025

https://github.com/ranjan2104/diabetes-prediction-application

It is a Model that Predict the Diabetes Status of any person by just giving the some observations so that take the decision on that with the accuracy of 93%+. Due to Trained Model with Data sets so that able to predict very carefully on the previous decision it is supervised learning model using an algorithm is Linear regression and Sklearn for testing and Training the Model and Flask is Uses in Backend and in Frontend HTML, CSS, Js is Using.

flask gunicorn itsdangerous jinja2 markupsafe matplotlib numpy pandas scikit-learn scipy werkzeug

Last synced: 08 Jan 2025

https://github.com/analyticalmonk/blaze_getting_started

Introduction to the Blaze ecosystem.

blaze jupyter-notebook numpy pandas pydata python3

Last synced: 31 Dec 2024

https://github.com/i4ds/ecallisto_ng

Ecallisto NG is a Python package tailored for interacting with Ecallisto data.

data-analysis data-visualization e-callisto ecallisto-international-network numpy pandas python spectrometer

Last synced: 09 Nov 2024

https://github.com/nikoshet/amazon-customer-reviews-data-mining

Project for course 'Data Mining' for M.Sc. 'Data Science and Machine Learning' in NTUA

data-mining data-science keras-tensorflow numpy pandas python

Last synced: 09 Nov 2024

https://github.com/gill-singh-a/rocket-simulator

Simulates the Flight of a Rocket by plotting its Altitude, Vertical Velocity, Vertical Acceleration and Vertical Forces acted upon the Rocket vs Time.

math matplotlib numpy physics python python3 rocket rocket-simulation rocket-simulator simulation simulator sympy

Last synced: 04 Jan 2025

https://github.com/tritonix711/ai-content-verifier

AI Content Verifier is a tool that finds out if text is written by AI or humans. It uses machine learning and natural language processing to give clear results and confidence scores. With an easy-to-use interface, it helps everyone from researchers to content creators check if the content is real or not.

git machine-learning nlp nltk numpy pandas python scikit-learn spacy tkinter

Last synced: 09 Jan 2025

https://github.com/nomonosound/numpy-rms

Calculate RMS swiftly (SIMD-accelerated)

arm-neon c float32 numpy numpy-library python simd x86-64

Last synced: 15 Dec 2024

https://github.com/real0x0a1/objectdetection

Real-time Object Detection using YOLOv

numpy opencv python python3

Last synced: 13 Jan 2025

https://github.com/rajanmandanka07/face-recognition

This Face Recognition System allows adding new faces, training a classifier, and real-time face recognition using a webcam. Built with Python and OpenCV.

classifier-training face-recognition haar-cascade-classifier image-processing lbph-face-recognizer numpy opencv-python pillow

Last synced: 08 Jan 2025

NumPy Awesome Lists
awesome-jax 189 awesome-ebooks 106 awesome-mojo-max-mlir 181 awesome-numpy 32 practice-numpy-programming-courses 35
NumPy Categories
Blogs 132 Libraries 89 Summary 48 Videos 47 Models and Projects 45 Machine Learning 42 More Courses 32 Tutorials and Blog Posts 24 Web 21 Programming Language 19 Scientific Computation 17 Performance Benchmark 16 Community 13 Data Structure and Algorithm 12 Other 11 Database 8 GPU Programming 8 Materials 7 Ecosystem 6 FFI Bindings 6