NumPy | Ecosyste.ms: Awesome

https://github.com/gpavanb1/quizsim

Play with the rules of quizzing. 6k+ downloads

bounce discrete-event-simulation numpy pounce python quizzing simulations trivia

Last synced: 20 Oct 2024

https://github.com/fobersteiner/pyfuppes

A collection of Python tools

data-processing numpy pandas python python-polars

Last synced: 14 Oct 2024

https://github.com/normanrichardson/rhino_shapely_interop

A python package for converting rhino geometry into shapely geometry

numpy python rhino3dm shapely

Last synced: 10 Nov 2024

https://github.com/luckylittle/most-frequently-used-keywords-in-devops-jobs-au

What are the most frequently used keywords in DevOps & Solution Architect jobs in Australia?

data-mining data-science devops-jobs jobs numpy scipy scraping sklearn solution-architect-jobs

Last synced: 11 Nov 2024

https://github.com/yamaceay/nqdm

NQDM -- An extension of TQDM which enables you to loop over multiple objects simultaneously, and specify the depth of iteration for each object. It is just pure Python magic, no extra libraries needed. It is customizable, minimal and open source.

iteration numpy pandas progress-bar python tqdm

Last synced: 18 Jan 2025

https://github.com/inishchith/soundanalysis

2nd Runner-Up @MumbaiHackathon 2017

librosa music numpy python3 scipy sound-clips

Last synced: 19 Dec 2024

https://github.com/rjlovespy/house-price-predictor

A Tkinter GUI whose predictions are based on an ML model that is trained by Random Forest Regressor

cx-freeze gui-development jupyter-notebook machine-learning-models numpy pandas py-to-exe python random-forest-regression scikit-learn tkinter-gui

Last synced: 08 Nov 2024

https://github.com/sdpdas/document-layout-generator-and-segmentation-tool

Lists all parts of a document PDF and is a highly scalable with robust code.

analysis document-classification numpy opencv-python pdf2image python

Last synced: 07 Feb 2025

https://github.com/srikanth284/facesimilarity-check

FaceSim Check harnesses advanced AI algorithms to compare and analyze facial similarities with precision. Effortlessly upload and evaluate faces in a user-friendly interface.

face-recognition matplotlib numpy opencv2 python streamlit tensorflow

Last synced: 06 Jan 2025

https://github.com/aeternalis-ingenium/anomalytics

The ultimate anomaly detection and its analytics.

analysis analytics anomaly-detection data detection engineering inference mathematics numpy open-source pandas prediction python3 research scientific scipy statistics

Last synced: 14 Oct 2024

https://github.com/farahibrar/programming-in-python

Explore a comprehensive collection of Python programming for diverse data analysis and data science projects. This repository covers data exploration, visualization, statistical analysis, machine learning, NLP, and model deployment. Perfect for enthusiasts looking to delve into practical examples and advanced techniques.

beautifulsoup dataanalysis docker flask folium jupyter-notebook machine-learning matplotlib nltk numpy pandas python pytorch scikit-learn scikitlearn scipy seaborn spacy statsmodels tensorflow

Last synced: 01 Feb 2025

https://github.com/ranjan2104/virtual-mouse-opencv

It is a mouse simulation system which performs all the functions performed by your mouse corresponding to your hand movements and gestures. Simply speaking, a camera captures your video and depending on your hand gestures, you can move the cursor and perform left click, right click, drag, select and scroll up and down. The predefined gestures make use of only three fingers marked by different colours.

autoplay cv2-library handtrackingmodule numpy time-series

Last synced: 08 Jan 2025

https://github.com/kahnvex/slugnet

An experimental deep learning library, dormant since 2017

deep-learning deep-neural-networks neural-networks numpy

Last synced: 03 Dec 2024

https://github.com/manasvigoyal/enron-classification

Exploratory Analysis of Enron Dataset and Classification using multiple algorithms

classification email-classifier enron-dataset jupyter-notebook machine-learning numpy pandas python scikit-learn

Last synced: 13 Nov 2024

https://github.com/albertaparicio/tfglib

Python libraries for the Voice Conversion TFG

deep-learning deep-learning-library free-software lgpl numpy pip python python-library

Last synced: 30 Oct 2024

https://github.com/lovasoa/kdsearch

Search k-dimensional datasets efficiently using KDTrees

kd-tree numpy pandas python3 scipy

Last synced: 13 Oct 2024

https://github.com/bsc-quantic/rosnet

Large-scale tensor algebra using pyCOMPSs

distributed distributed-computing hpc linear-algebra numpy python quantum quantum-computing quantum-simulation tensor tensor-networks

Last synced: 21 Jan 2025

https://github.com/mayukhdeb/adventures-with-augmentation

Exploring and experimenting with microscope imagery datasets :microscope:

computer-vision data-augmentation data-science deep-learning microscope-imagery-datasets neural-networks numpy pillow pytorch transfer-learning

Last synced: 27 Oct 2024

https://github.com/zqpei/pybind11_cpp_python

cpp call python, or python call cpp, hybrid programming using pybind11, with and without numpy

cpp cpp-call-python mat-numpy numpy opencv-numpy pybind11 python python-call-cpp

Last synced: 07 Jan 2025

https://github.com/ramarav/fake_news_detection

Machine learning approach for fake news detection using Scikitlearn

itertools jupyter-notebook jupyter-notebooks machine-learning machine-learning-algorithms machinelearning numpy pandas passiveaggressiveclassifier python python-3 python3 scikit-learn scikitlearn-machine-learning tfidfvectorizer

Last synced: 24 Dec 2024

https://github.com/jwest951227/aisocialgood

The rise of social media and online communities creates safe and anonymous spaces for individuals to share their thoughts about their mental health and express their feelings and sufferings in online communities. To prevent suicide, it is necessary to detect suicide-related posts and user's suicide ideation in cyberspace by natural language process

flask gpt4 numpy python tensorflow

Last synced: 17 Jan 2025

https://github.com/pythondeveloper6/store-sales-eda

simple EDA with some insights on Store Sales

data-analysis eda matplotlib numpy pandas seaborn

Last synced: 19 Jan 2025

https://github.com/pythondeveloper6/supermarket-eda-seaborn-for-beginners

learn Seaborn basics using a simple EDA

data-analysis eda numpy pandas seaborn visualization

Last synced: 19 Jan 2025

https://github.com/pythondeveloper6/ensemble-learning-beginner-guide

machine learning ensemble learning types in easy steps with examples

bagging-ensemble decision-trees ensemble-learning knn-classification logistic-regression machine-learning numpy random-forest stacking-ensemble svc voting-classifier

Last synced: 19 Jan 2025

https://github.com/omidghadami95/geolife-outlierdetection-tmd

Outlier detection (z-score and IQR) and visualization on Geolife dataset for transport mode detection task

geolife geolife-dataset gis google-colab googlecolab gps iqr keras numpy outlier-detection outlier-detection-datasets pandas smartphone-sensors tensorflow tmd transport-mode-detection visualization z-score

Last synced: 03 Jan 2025

https://github.com/yas-sim/python-cpp-extension-sample-code

Sample code of Python C++ extension module. Demonstrates how to deal with Numpy objects in C++ codes. Also, OpenCV Mat and Numpy interaction code example is included.

image-processing image-processing-opencv image-processing-python numpy numpy-capi opencv python-cpp python-extension

Last synced: 17 Jan 2025

https://github.com/leonamtv/mlp

MLP com uma camada intermediária implementado para a disciplina de inteligência computacional do CEFET-MG.

ai backpropagation machine-learning neural-network numpy python python3

Last synced: 17 Jan 2025

https://github.com/sayaliyewale/heart-attack-prediction

Topic Name: Heart Attack Prediction

datetime intellij-idea jupyter-notebook logistic-regression machine-learning-algorithms matplotlib-pyplot mysql-database numpy panda pycharm-ide sklearn tkinter-gui

Last synced: 08 Feb 2025

https://github.com/didierrlopes/learn-python

Repository to learn python

matplotlib numpy pandas python teaching

Last synced: 24 Jan 2025

https://github.com/emmanuel10701/ai_prediction_model

AI_Prediction_Model

django nextjs numpy pandas tailwind-css tensorflow

Last synced: 31 Jan 2025

https://github.com/papachristoumarios/triton-fpr

:dolphin: A bioinformatics application for pattern recognition and morphometry of marine organisms implemented in Python, OpenCV, NumPy and Kivy and

computer-vision cross-platform kivy numpy opencv pattern-recognition

Last synced: 12 Jan 2025

https://github.com/soumyapro/solar-cells-output-prediction

Solar Power forecasting for a Solar Power System is a very active research field, as reliable information about the future power generation allow for a safe operation of the power grid and helps to minimize the operational costs. Deep Learning algorithms have shown to be very powerful in forecasting tasks, such as economic time series or speech recognition. Up to now, Deep Learning algorithms have only been applied sparsely for forecasting renewable energy power plants. By using different Deep Learning Algorithms, such as RNN,LSTM with different Feature extraction method like PCA,1D CNN , Auto encoders , My motive is to show the forecast strength of these algorithms compared to a standard MLP and traditional machine learning model in forecasting the energy output of 21 solar power plants.

lstm-neural-networks matplotlib-pyplot mlp numpy pandas

Last synced: 11 Jan 2025

https://github.com/reddyprasade/numpy-with-python

NumPy is the fundamental package for scientific computing with Python. It contains among other things: a powerful N-dimensional array object sophisticated (broadcasting) functions tools for integrating C/C++ and Fortran code useful linear algebra, Fourier transform, and random number capabilities

numpy numpy-array-creation numpy-arrays numpy-data-acessing numpy-exercises numpy-library numpy-matrix numpy-tutorial numpy-with-python

Last synced: 11 Jan 2025

https://github.com/adesoji1/food-image-classification

Food Image Classification using TensorFlow: A deep learning model to classify various food items using TensorFlow and CNNs.

colab-notebook hyperparameter-optimization hyperparameter-tuning keras-tensorflow matplotlib-pyplot numpy pandas pillow python3 pytorch regularization tensorflow transfer-learning transformer

Last synced: 18 Dec 2024

https://github.com/xlisp/jim-emacs-fun-py

Python函数式的列表与Lambda演算以及Lisp化快速反馈开发

numpy pandas python pytorch

Last synced: 26 Dec 2024

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: 10 Feb 2025

https://github.com/dpbm/quantum

learning quantum computing

algorithms anaconda conda ibm microsoft microsoft-azure numpy pennylane pip py qiskit qs qsharp quantum quantum-algorithms quantum-computing quantum-mechanics r xanadu

Last synced: 08 Feb 2025

https://github.com/nstarman/overload_numpy

Utilities for NumPy overrides with __array_(u)func(tion)__

interoperability mypyc numpy python

Last synced: 11 Jan 2025

https://github.com/dr-noob/qr_reader

QR code reader using OpenCV and pyzbar

computer-vision numpy opencv pyzbar qrcode

Last synced: 01 Feb 2025

https://github.com/hrolive/python4hpc

Python from an HPC viewpoint, the most practical tools, and various indispensable libraries for HPC use cases.

cudf cython dask developer-tools high-performance-computing mpi4py numpy pandas python

Last synced: 04 Jan 2025

https://github.com/sanda0/face_recognizer

opencv face recognition app

numpy opevcv pillow pyqt5 python

Last synced: 07 Feb 2025

https://github.com/saura-t/mnist-handwritten-digit-recognition

The MNIST dataset consists of 0-9 digits with black background and white digit. The Handwritten digit recognition successfully identifies all the handwritten digits using sequential model.

classification digit-recognition handwritten-digit-recognition jupyter-notebook mnist-classification mnist-dataset numpy python3 tensorflow

Last synced: 19 Jan 2025

https://github.com/emmanuel10701/data_scraping

Data-Scraping

beautifulsoup csv excel numpy pandas python web-scapping

Last synced: 31 Jan 2025

https://github.com/gdbecker/100daysofcodepython

Challenge projects from Angela Yu's 100 Days of Code: Python course on Udemy

authentication beautifulsoup4 bootstrap django firebase flask numpy pandas python selenium-python sklearn smtplib sqlite3 tkinter-python turtle-python web-development

Last synced: 17 Jan 2025

https://github.com/chairchandler/computer-tomography-simulation

Computer Tomography simulation using radon transform.

computed-tomography computer-tomograpy ct dicom medical-informatics numpy pydicom pyside2 python python-3 python-3-6 radon-transform simulation sinogram sinogram-viewer skimage tomography-simulation

Last synced: 24 Jan 2025

https://github.com/rithwikksvr/positive-negative-review-classifier

We always give ratings and reviews to many products that we buy online. So these online companies have to check constantly about the review of their products. Currently they use Machine Learning to assess the Rating of a Product and can get can a sense by applying classifiers on these reviews. In the end these classifiers can classify if a review is a Positive or a Negative one.

deep-learning keras machine-learning ml nlp numpy python

Last synced: 12 Jan 2025

https://github.com/guocuimi/minitf

Simplified version of Tensorflow for learning purposes.

autodiff backpropagation deep-learning gradients neural-networks numpy python tensorflow

Last synced: 01 Jan 2025

https://github.com/fx-kirin/faster_numpy

make numpy faster again.

numpy python

Last synced: 01 Feb 2025

https://github.com/tanmayee2010/heart-attack-prediction

Heart Attack Prediction Using Machine Learning Algorithm

datetime datetime-library jupyter-notebook logistic-regression-algorithm machine-learning machine-learning-algorithms matplotlib-python mysql numpy pandas-python pycharm-ide tkinter

Last synced: 08 Feb 2025

https://github.com/29dch/linearalgebra

线性代数相关py代码

anaconda3 numpy python scipy

Last synced: 10 Jan 2025

https://github.com/moindalvs/assignment_hypothesis_test

A F&B manager wants to determine whether there is any significant difference in the diameter of the cutlet between two units. A randomly selected sample of cutlets was collected from both units and measured? Analyze the data and draw inferences at 5% significance level. Please state the assumptions and tests that you carried out to check validity of the assumptions.

2sample-2tail anova-test chisquare chisquare-test contingency-table hypothesis hypothesis-testing numpy numpy-arrays pandas scipy-stats testofindependence

Last synced: 18 Jan 2025

https://github.com/farid-karimi/digit-recognizer

Digit Recognizer Neural Network

digit-recognizer matplotlib mnist neural-network numpy pandas

Last synced: 17 Jan 2025

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

Python Script for editing image.

cv2 image-editor numpy os python3 random tkinter

Last synced: 01 Feb 2025

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/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/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/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/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/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/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/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/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/bhattbhavesh91/gradient-descent-numpy-example

Gradient Descent Algorithm Implementation using NumPy

gradient-descent gradient-descent-algorithm linear-regression numpy

Last synced: 16 Nov 2024

https://github.com/parimala24-ds/data-science-interview-practice23

DATA-SCIENCE-INTERVIEW-PRACTCE-CODE2023

2024 dataanlytics datascience interview-practice interview-questions numpy pandas python python3 pythonbasics pythonbeginner pythondeveloper pythonprograms

Last synced: 15 Jan 2025

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/blazer-007/movie-recommendation-system

Movie Recommendation System Project using Pandas

data-science movie-recommendation-system numpy pandas

Last synced: 28 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/madeyoga/machine-learning

Tensorflow & scikit-learn examples

numpy pandas scikit-learn tensorflow

Last synced: 15 Nov 2024

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/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/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/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/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/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/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/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/jn513/image-editor

Pequeno editor de imagens, feito com Python, Pillow e Python OpenCV

numpy opencv-python pillow python3

Last synced: 08 Feb 2025

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/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/cyberboysumanjay/ai-training

Jupyter Notebooks and other files used in AI Training

ai artificial-intelligence jupyter-notebook matplotlib numpy pandas scipy sklearn twitter-sentiment-analysis

Last synced: 28 Nov 2024

https://github.com/tsg405/applied-machine-learning-in-python

This Repo contains - Starter files, Coursework, Programming Assignments for the course --> Applied Machine Learning in Python, University of Michigan [COURSERA]

applied-machine-learning assignment classification coursera data-science fruit-dataset machine-learning matplotlib-pyplot numpy pandas python quiz regression scikit-learn scipy seaborn supervised-machine-learning university-of-michigan unsupervised-machine-learning

Last synced: 27 Nov 2024

https://github.com/sweety-vigneshg/chatbot-using-python

This Repository is Created for Third Year IBM Nan Muthalvan Projects Reports, Documentation, Demo Video and Project Source Codes Maintaining.

chatbot chatbot-application chatgpt chatgpt-app matplotlib numpy pandas python python-chatbot pythonchatbot

Last synced: 06 Feb 2025

https://github.com/vasulab/rgfrosh

A frozen shock solver for ideal and real gas equations of state.

equation-of-state ideal-gas numpy python real-gas shock-tube

Last synced: 13 Feb 2025

https://github.com/vidhi1290/cyclegan-implementation-for-image-to-image-translation

🖼️ Our CycleGAN Implementation for Image-to-Image Translation project leverages PyTorch to seamlessly transform images between domains, all without paired examples. With a keen focus on innovation and effectiveness, we've explored CycleGAN's capabilities across various domains. Join us as we delve into the world of image translation technology! 🚀

artificial-intelligence cycle-gan deep-learning deep-neural-networks gan github-config machine-learning numpy pillow python pytorch torchvision unsupervised-learning

Last synced: 02 Feb 2025

https://github.com/jananiarunachalam/Data-Science-Portfolio

Data Science Projects Repository

analytics api data-cleaning data-science data-visualization databases deep-learning excel machine-learning numpy pandas plotly predictive-modeling python3 r r-programming sql

Last synced: 27 Nov 2024

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: 06 Feb 2025

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/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/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/pulkin/curious

Parallel sampling of multidimensional functions

integration numerical-optimization numpy python sampling scipy

Last synced: 05 Feb 2025

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/ranjan2104/gesture-volume-control-opencv

Gesture Control to change the volume of a computer. We first look into hand tracking and then we will use the hand landmarks to find gesture of our hand to change the volume. This project is module based which means we will be using a previously created hand module which makes the hand tracking very easy.

comtypes ctypes handtrackingmodule math mediapipe-hands numpy opencv python3 time