Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 2025-02-20 00:20:52 UTC
- JSON Representation
https://github.com/dina-hosny/explore-us-bike-share-data-project
Explore US Bike Share Data project - FWD Data Analysis Professional Track. In this project, I used Python to explore data related to bike share systems for three major cities in the United States and answer questions about it by computing descriptive statistics.
data-analysis data-science numpy pandas python
Last synced: 13 Jan 2025
https://github.com/cristhian-sdp/lenguaje-de-senas-con-python
💻Programación del proyecto "Lenguaje de señas con Python"👌.
machine-learning mediapipe numpy opencv proyectosuniversitarios python scikit-learn
Last synced: 31 Jan 2025
https://github.com/aarryasutar/hate_speech_detection
This project aims to detect hate speech on Twitter using advanced NLP and machine learning techniques, exploring feature extraction methods like TF-IDF and sentiment analysis, and evaluating models such as Logistic Regression and SVM.
confusion-matrix doc2vec gensim logistic-regression matplotlib naive-bayes nltk numpy pandas python random-forest scikit-learn seaborn stemming stopwords-removal svm tf-idf-vectorizer tokenization vader word-cloud
Last synced: 12 Jan 2025
https://github.com/dlozeve/bqn-npy
Serialize and deserialize arrays in BQN to the Numpy NPY format
bqn npy-files numpy numpy-arrays serialization
Last synced: 12 Jan 2025
https://github.com/datarohit/fifa-2020--data-analysis
This is dataset is from Kaggle.com which contains data of 18000+ fifa players with more than 100 features about them for analysis. Simple analysis performed on this Dataset.
exploratory-data-analysis exploratory-data-visualizations matplotlib-pyplot numpy pandas seaborn
Last synced: 15 Feb 2025
https://github.com/aarryasutar/linear_multivariate_regression_on_football_statistics
Linear regression models are used to predict football player attacking stats based on attributes like finishing and passing, with the model trained, evaluated, and applied for predictions. Multiple features improve accuracy, and performance is assessed using metrics like MSE and R-squared.
datasets feature-selection football-stats linear-reg machine-learning mae mse multivariate-regression numpy pandas rmse scatter-plot train-test-split
Last synced: 12 Jan 2025
https://github.com/1adore1/-old-deadlock-winner-prediction
Predict the winning team in Valve's MOBA game Deadlock based on team picks.
beautifulsoup4 catboost numpy pandas python scikit-learn
Last synced: 13 Feb 2025
https://github.com/andrehaguiar/pos-graduacao-inteligecia_artificial-ciencia_de_dados
Cronograma do curso
ciencia-de-dados dados matplotlib-pyplot numpy orange pandas python scipy sklearn
Last synced: 18 Feb 2025
https://github.com/3rd-son/knn-breast-cancer-prediction-model-
A breast cancer prediction model using KNN with an accuracy of 96%
jupyter-notebook knn-classifier matplotlib numpy pandas python scikit-learn scipy search
Last synced: 19 Feb 2025
https://github.com/gauranshgoel123/predictive-demand-analysis
Demand Forecasting Project A web application for predicting future demand for part numbers based on historical data. Built with React for the frontend and FastAPI with Python for the backend, this application visualizes demand trends and allows users to input additional data for improved accuracy. In render analyzer is frontend analysis is backend
chartjs data-analysis data-science data-visualization dataset deployment full-stack machine-learning numpy pandas predictive-analysis prophet-model python reactjs render
Last synced: 12 Jan 2025
https://github.com/pandeyankit123/books-recommender-system-using-machine-learning
This is a streamlit web application that can recommend various kinds of similar books based on an user interest.
jupyter-notebook machine-learning numpy pandas pickle python streamlit
Last synced: 04 Feb 2025
https://github.com/saptak625/doublependulum
This repository is my derivation of the equations of motion of a double pendulum using Lagrangian Mechanics and then solving the nonlinear, coupled equations using a Runge-Kutta 45 integration scheme.
differential-equations lagrangian-mechanics matplotlib numerical-integration numpy python scipy vpython
Last synced: 19 Jan 2025
https://github.com/nikhilroxtomar/introduction-to-numpy
A list of jupyter notebook explaining the various functions and properties of Numpy.
Last synced: 16 Jan 2025
https://github.com/nemeslaszlo/dog_breed_identification
Dog breed identification model to identify and label 120 different dog breeds.
matplotlib numpy pandas tensorflow tensorflow-hub
Last synced: 29 Jan 2025
https://github.com/msthamizh/industrial-copper-modeling
Developing a Streamlit application that allows users to interactively predict sales outcomes using machine learning. The application supports both regression and classification tasks, enabling users to input various features and receive predictions for selling prices and status (WON/LOST).
exploratory-data-analysis machine-learning mongodb numpy pandas python streamlit
Last synced: 20 Feb 2025
https://github.com/nemeslaszlo/emergency-911-calls
Covers emergency (911) Calls: Fire, Traffic, EMS for Montgomery County, PA analysis with visualizations.
jupyter-notebook matplotlib numpy pandas seaborn
Last synced: 29 Jan 2025
https://github.com/nemeslaszlo/financial-crisis-effects-on-some-stocks
Focusing on bank stocks to see how they progressed throughout the 2008-09 financial crisis all the way to early 2016.
cufflinks jupyter-notebook matplotlib numpy pandas pandas-datareader plotly seaborn
Last synced: 29 Jan 2025
https://github.com/anvesham/machinelearning_models_using_matlab
Stepwise Multiple Linear Regression (With Interactions) and Random Forest Regression on predicting the Productivity of the Garment Factory Workers
bagging-ensemble bayesian-optimization decision-trees jupyter-notebook machine-learning matlab multiple-linear-regression-model numpy python random-forest-regression
Last synced: 16 Jan 2025
https://github.com/nemeslaszlo/loan-data-decision-tree-and-random-forest
This repository covers a "Lending Club" analysis with decision tree and random forest with data visualizations and exploration.
decesion-trees matplotlib numpy pandas random-forest seaborn sklearn
Last synced: 29 Jan 2025
https://github.com/nemeslaszlo/lending-club-analysis
Lending Club analysis, with a model that can predict whether or nor a borrower will pay back their loan.
binary-classification classification data-visualization keras matplotlib numpy pandas seaborn tensorflow
Last synced: 29 Jan 2025
https://github.com/nemeslaszlo/heart-disease
Heart disease classification project with different models (LogisticRegression, KNeighboursClassifier, RandomForestClassifier) and detailed reports.
classification knearest-neighbor-classifier logistic-regression mathplotlib numpy pandas randomforest-classification scikit-learn seaborn
Last synced: 29 Jan 2025
https://github.com/realamirhe/leaf-node
A leaf node for your machine learning journey, from scratch to practical applications...
algorithm auto-encoder classification cybernetics feature-extraction feedback-mechanism lda learning machine-learning machine-learning-journey numpy pca practice regression scikit-learn sklearn smlfdl
Last synced: 13 Feb 2025
https://github.com/dwarkadhish2005/weather-predictor
Built a model based on collected data which takes various parameters and predicts the weather
classifier matplotlib numpy pandas sklearn xgboost
Last synced: 11 Feb 2025
https://github.com/simranjeet97/machine-learning
How to Setup Machine Learning Environment in Your PC or Laptop ? How to install Machine Learning Libraries ? How to Build ML Models, Algorithms and Other Stuff ??Your all Questions are answer here !!!!
algorithm deep-learning environment-configuration keras libraries machine-learning numpy pandas scipy tensorflow
Last synced: 14 Jan 2025
https://github.com/dantasl/probabilidade-analise
Análise sobre o desempenho dos discentes na disciplina Resolução de Problemas Matemáticos Para Tecnologia da Informação (RPMTI) nos semestres de 2015.2, 2016.1 e 2016.2
data-science numpy pandas probability
Last synced: 06 Feb 2025
https://github.com/nemeslaszlo/titanic-logistic-regression
This notebook covers a simple analysis with logistic regression on the popular titanic dataset.
cufflinks jupyter-notebook logistic-regression matplotlib numpy pandas plotly seaborn sklearn
Last synced: 29 Jan 2025
https://github.com/esvs2202/credit-card-fraud-detection-system
This fraud detection system is powered by a Machine Learning model, which accurately identifies whether an initiated transaction is fraudulent.
azurewebapp flask gunicorn-web-server html-css machine-learning matplotlib-pyplot numpy pandas powerbi python3 randomforestclassifier seaborn
Last synced: 17 Jan 2025
https://github.com/nemeslaszlo/sale-price-of-bulldozers
The goal of predicting the sale price of bulldozers. How well can we predict the future sale price of a bulldozer, given its characteristics previous examples of how much similar bulldozers have been sold for? (Archive kaggle competition)
matplotlib numpy pandas random-forest-regressor regression scikit-learn seaborn
Last synced: 29 Jan 2025
https://github.com/priyanka7411/flight-price-prediction-and-customer-satisfaction-ml
This project predicts flight prices and customer satisfaction using machine learning models. It includes two Streamlit apps for real-time predictions, with MLflow integration for model tracking and performance monitoring.
accuracy-score analysis classification dataframe f1-score ipynb-jupyter-notebook machine-learning mlflow numpy pandas plo prediction python r2-score recall regression-models rmse-score seaborn
Last synced: 16 Jan 2025
https://github.com/nikhilroxtomar/fully-connected-neural-network-in-numpy
This is an efficient implementation of a fully connected neural network in NumPy.
dnn neural-network numpy python3
Last synced: 16 Jan 2025
https://github.com/gitfrandu4/40982-p1
Repositorio de la Práctica 1 en Visión por Computador, explorando el uso de OpenCV para crear imágenes artísticas, manipular píxeles y capturar video. Incluye ejercicios como diseño de un tablero de ajedrez, estilo Mondrian, y un efecto “Pop Art” con la cámara web.
computer-vision image-processing mondrian-style numpy opencv pop-art python visual-art webcam-capture
Last synced: 20 Feb 2025
https://github.com/bestmahdi2/uni__geneticprogrammingfunctionapproximation
In this university project, genetic programming is used to approximate the function
function-approximation genetic-algorithm genetic-programming matplotlib numpy python tqdm
Last synced: 17 Jan 2025
https://github.com/bestmahdi2/uni__pythonsupportvectormachinesbinaryclassification
A university project in which the binary classification of support vector machines is implemented with Python language
binary-classification classification matplotlib numpy python scikit-image scikit-learn seaborn support-vector-machine svm
Last synced: 17 Jan 2025
https://github.com/nirmalyabag20/loan-status-prediction-using-machine-learning
This project focuses on predicting the loan status (approved or not approved) based on various applicant details. The goal is to develop a machine learning model that accurately classifies whether a loan should be approved, helping financial institutions make informed lending decisions.
matplotlib numpy pandas python scikit-learn seaborn support-vector-machine
Last synced: 12 Feb 2025
https://github.com/rabbicse/face-app
A Face recognition system using TensorFlow.js for in-browser image processing and backend services powered by PyTorch, Qdrant, RetinaFace, ArcFace, and OpenCV for detection, embedding, and similarity matching. This setup ensures efficient, secure, and accurate facial recognition.
arcface deep-neural-networks docker docker-compose face-detection face-recognition machine-learning nextjs numpy opencv python pytorch react retinaface tensorflowjs typescript typescript-react
Last synced: 09 Jan 2025
https://github.com/arduino88/evolutionary-dots
A simple pygame genetic-algorithm project simulating evolution of dots to find a path around obstacles to a goal.
evolutionary-algorithm genetic-algorithm machine-learning mutation numpy pathfinding pygame python3
Last synced: 31 Jan 2025
https://github.com/dipto1971/statistical-analysis-data-science
Statistical Analysis in Data Science
Last synced: 09 Feb 2025
https://github.com/alisonmitchell/boston-housing
Investigation of the Boston housing dataset to evaluate, train and test a regression model to predict house prices.
data-science machine-learning matplotlib numpy pandas python scikit-learn scipy seaborn
Last synced: 15 Jan 2025
https://github.com/florianwoelki/mnist_fashion_cnn
This is a classification problem based on the mnist fashion dataset. I've used a CNN to classify the images.
classifier cnn fashion keras mnist numpy pandas tensorflow
Last synced: 27 Jan 2025
https://github.com/kunalrrathod/placement-predictor
A web application that is using machine learning technology to deliver results ensuring the students are getting placed in campus placements
bootstrap4 flask-application jquery knearest-neighbor-algorithm machine-learning numpy pandas-dataframe python3 sklearn
Last synced: 05 Feb 2025
https://github.com/rock12231/rjpolice_hack_433_crimebusters_4
Crime Dekho
bootstrap4 chartjs css database django-rest-framework folium-maps html javascript model numpy pandas-dataframe python
Last synced: 21 Jan 2025
https://github.com/i-am-nolan25/bells-palsy-ml-research
A Machine Learning Model to Grade the Severity of Bell's Palsy
artificial-intelligence dlib healthtech jupyter-notebook machine-learning matplotlib numpy opencv pandas python research scikit-learn scipy
Last synced: 16 Jan 2025
https://github.com/dipeshgoyal013/ipl_win_probability
A project which help you to check win probability of batting team in inning 2nd
machine-learning matplotlib numpy pandas python sklearn
Last synced: 12 Feb 2025
https://github.com/mardavsj/numpy-in-python
The fundamentals of Python NumPy Library.
analysis-tool data-manipulation numpy numpy-arrays numpy-matrix python
Last synced: 14 Feb 2025
https://github.com/ansub/mask-detection
A Mask Detection Application using Keras/TensorFlow and OpenCV.
keras numpy opencv python tensorflow
Last synced: 13 Feb 2025
https://github.com/ndohvich/time_series
time series analyse with python language
data-science data-visualization numpy pandas python time-series
Last synced: 11 Feb 2025
https://github.com/vartikaraj2512/animalclassification
🐾 Animal Classification: Classify 28K animal images into 10 categories using CNNs with Transfer Learning. 📥 Load & extract data, 🔄 preprocess images, 🧠 train models (VGG-16 & ResNet50), and 📈 plot performance. Libraries: OpenCV (BGR), TQDM (progress bars), Categorical (one-hot encoding). 🛠️ Install: pip install tensorflow numpy opencv-python
classification cnn kaggle machine-learning numpy opencv pandas tensorflow
Last synced: 12 Feb 2025
https://github.com/wiseaidev/corona-virus-data-analysis-modeling-and-visualization
Data analysis of covid-19 and SEIRD model implementation.
coronavirus coronavirus-tracking covid-19 data-analysis data-analysis-python data-visualization folium-maps modeling-dynamic-systems numpy ploty population python3 science science-research seird-model seird-simulator simulation
Last synced: 10 Dec 2024
https://github.com/khaledkamr/mastring-python
This repository covers essential Python programming topics, including basics, OOP, file handling, and database operations. It also contains mini-projects to help solidify your understanding through practical application.
database filehandling functions if-elif-else introduction-to-python list-methods loops numpy oops-in-python python recursion set-methods sqlite3 string-methods tuple-methods
Last synced: 30 Jan 2025
https://github.com/docsallover/real-time-object-detection
Real-Time Object Detection with Single Shot MultiBox Detector (SSD)
data-science data-science-projects detection machine-learning numpy opencv python single-shot-detection single-shot-multibox-detector tensorflow
Last synced: 29 Jan 2025
https://github.com/docsallover/spam-detection
Building a Spam Filter with Python: Using Machine Learning to Combat Spam
datascience flask jinja2 machine-learning numpy numpy-library pandas pandas-python python python3 scikit-learn
Last synced: 29 Jan 2025
https://github.com/singhmnprt01/Custom-Deep-Neural-Network-Package
A custom deep neural network package that gives the liberty to design your deep neural network using only NumPy
customized-deep-neural-network deep-learning-framework maths-behind-neural-network numpy
Last synced: 20 Nov 2024
https://github.com/datarohit/opencv-learning
This is OpenCV Learning Repo created from the tutorial by freecodecamp on youtube. This involves dealing and processing images and videos. It also has face recognition stuff in it.
matplotlib numpy python python3
Last synced: 15 Feb 2025
https://github.com/datarohit/heart-disease-prediction
This dataset is taken from kaggle which has various feature of over 600+ humans. By using these features we have to predict if the person has a Heart Disease or not.
classification-algorithm matplotlib-pyplot numpy pandas plotly scipy seaborn
Last synced: 15 Feb 2025
https://github.com/datarohit/bank-note-authentication--classification
This is a Kaggle Dataset with information about Bank Note and Classify whether the Bank Note is Authentic or Not. This Dataset is based on Classification problem solved using Sklearn Classification Algorithms.
classification-algorithm machine-learning matplotlib-pyplot numpy pandas seaborn sklearn
Last synced: 15 Feb 2025
https://github.com/datarohit/titanic-survival-data--classification
This is a Titanic Survival Data from Kaggle Competition with Multiple Classification Algorithm testing and Detailed Exploratory Data Analysis.
classification-algorithm kaggle-competition machine-learning-algorithms matplotlib-pyplot numpy pandas seaborn sklearn
Last synced: 15 Feb 2025
https://github.com/datarohit/opencv-document-scanner
This is a Document Scanner built using Python and OpenCV. It also has Image Saving Feature. You can adjust the thresholds to find the contours better.
numpy opencv opencv-python python
Last synced: 15 Feb 2025
https://github.com/datarohit/gameofthrones-battle-data-analysis
Data sets in .csv Format taken from Kaggle. These files contains data about Battles, Kings, Characters, etc of the popular movie series Game of Thrones.
matplotlib-pyplot numpy pandas seaborn
Last synced: 15 Feb 2025
https://github.com/mardavsj/wine-quality-prediction
Predicting wine quality using Support Vector Machine (SVM) algorithm based on its chemical properties.
django flask machine-learning numpy pandas python svm-model
Last synced: 14 Feb 2025
https://github.com/mardavsj/weather-prediction
Weather prediction model which mainly focuses on visualization.
data-analysis data-visualization matplotlib numpy pandas pandas-dataframe
Last synced: 14 Feb 2025
https://github.com/datarohit/nfl-big-data-bowl-2022--analysis
This is a Jupyter Notebook containing the analysis performed on a Kaggle Competition Dataset which contains data about NFL players and games.
kaggle kaggle-competition matplotlib-pyplot numpy pandas plotly python seaborn
Last synced: 15 Feb 2025
https://github.com/datarohit/churn-prediction-for-bank
This Dataset has various information about customers of Bank. The Problem is that many customers tend to leave the bank so using the features give we have to predict whether a customer will leave the Bank or Not.
churn-prediction classification matplotlib-pyplot numpy pandas seaborn sklearn
Last synced: 15 Feb 2025
https://github.com/chuvalniy/torchy
Built from scratch neural network library using only NumPy
backpropogation from-scratch gradient math neural-net numpy pytorch-like
Last synced: 15 Feb 2025
https://github.com/abideen-olawuwo/image-classification
Multi Class Image Classification Problem
classification deep-learning image-classification machine-learning matplotlib numpy pandas tensorflow transfer-learning
Last synced: 15 Jan 2025
https://github.com/emmmabk/envilope-blockchain
💰 Crypto Transactions App Secure crypto transfers using Flask, MySQL, and blockchain verification 🔒 Users can register, log in, check balances, and send crypto 💸 Transactions verified on blockchain 📈 Start: clone repo 🖥️ set up `crypto` database 🔧 install dependencies 📦 run `python app.py` 🚀
blockchain numpy python python3 sql
Last synced: 17 Jan 2025
https://github.com/justsecret123/one-piece-characters-detector
An object detector trained with a Kaggle GPU, using Tensorflow and a fine-tuned ssd resnet50.
artificial-intelligence computer-vision convolutional-neural-networks deep-learning deep-neural-networks docker fine-tuning jupyter kaggle kaggle-dataset matplotlib numpy object-detection python single-shot-detector tensorflow tensorflow-object-detection tensorflow-serving transfer-learning
Last synced: 15 Feb 2025
https://github.com/prakashjha1/stock-trend-prediction
Deep learning for predicting stock market prices and trends has become even more popular than before. I have used yahoo finance to collect the data and LSTM to build the stock trend model.
deep-learning keras lstm lstm-neural-networks machine-learning numpy pandas pandas-datareader prediction python rnn tensorflow
Last synced: 16 Jan 2025
https://github.com/zazi2002/neuroscience-reinforcement-learning
Neuroscience of Learning, Memory, Cognition project, containing a Jupyter notebook implementing a reinforcement learning approach for a neuroscience-related task.
deep-learning matplotlib numpy pytorch reinforcement-learning
Last synced: 19 Feb 2025
https://github.com/octcarp/sustech_cs303-ai_f23_works
(49.8/50) Course code of CS303 2023 Fall: Artificial Intelligence, SUSTech. Taught by Prof. Ke TANG.
Last synced: 09 Feb 2025
https://github.com/abhiramdodda/rainfall_prediction
Machine Learning model built on Telangana dataset cropped from Indian weather dataset merged with average temperature dataset
numpy pandas python3 scikit-learn scikitlearn-machine-learning
Last synced: 12 Jan 2025
https://github.com/kelvinjuliusarmandoh/loan-approval-prediction
Implementing Machine Learning for predicting loan approval
classification loan-default-prediction machine-learning matplotlib-pyplot numpy pandas scikit-learn seaborn
Last synced: 15 Feb 2025
https://github.com/shliakhovai/numpy-neural-network
A simple neural network implemented from scratch using NumPy.
machine-learning neural-network numpy preceptron scikit-learn
Last synced: 12 Jan 2025
https://github.com/huichuanli/play-with-linear-algebra
use python3 and Numpy to realize my personal linear Algebra library
Last synced: 04 Jan 2025
https://github.com/clayrisser/math-playground
Personal math playground
graph math matplotlib numpy playground python
Last synced: 08 Feb 2025
https://github.com/simranjeet97/quotes-analysis
Kaggle Dataset on Quotes Analysis and Visualization With Python, Pandas and MatplotLib Using Jupyter Notebook.
data data-science datavisualization jupyter-notebook kaggle kaggle-dataset machine-learning matplotlib-pyplot numpy pandas python quotes quotes-application
Last synced: 14 Jan 2025
https://github.com/oleksiilatypov/face_app_edit
DRU style gan project
cnn gan matplotlib-pyplot numpy pytorch-tutorial
Last synced: 18 Jan 2025
https://github.com/upul/chocolate-quality-analysis
This repository contains a Jupiter notebook which describes how to use basic machine learning tools such Scikit-Learning, Pandas, and Numpy for buiding models.
machine-learning numpy pandas predictive-analytics scikit-learn
Last synced: 19 Jan 2025
https://github.com/rizwanullah313/python-ai-django
aimodel decision-trees django jupiter-notebook numpy python
Last synced: 16 Jan 2025
https://github.com/upul/indi
Small Machine Learning library written in Python
algorithms machine-learning numpy python scipy
Last synced: 19 Jan 2025
https://github.com/sarincr/introduction-to-pyqt5
PyQt5 is a comprehensive set of Python bindings for Qt v5. Qt is set of cross-platform Python libraries that implement high-level APIs for accessing many aspects of modern desktop and mobile systems.
app appdevelopment data-science kivy kivymd machine-learning numpy opengl pygui pyqt pyqt5 pyqt5-desktop-application pyqt6 pyside2 scipy tensorflow tkinter tkinter-graphic-interface tkinter-gui tkinter-python
Last synced: 21 Jan 2025
https://github.com/iv4n-ga6l/objects_detection_with_neural_network_training_visualization
Real-time Object Detection and Neural Network Training Visualization
keras matplotlib neural-network neural-network-training neural-network-visualizations numpy object-detection opencv python tensorflow ultralytics
Last synced: 31 Jan 2025
https://github.com/felixcharotte/housepredictions_tatahousing
Data science project of real estate price prediction website, deployed using a Flask server on AWS, incorporating machine learning for price prediction and a UX HTML/CSS/JavaScript for website building.
aws flask jupyter linear-regression numpy pandas python
Last synced: 20 Feb 2025
https://github.com/zazi2002/neuroscience-project-lfp-signalanalysis
This project is part of the Neuroscience of Learning, Memory, Cognition course. The goal of this assignment is to introduce students to Local Field Potential (LFP) signals, which are critical for understanding brain activity at a local neuronal level.
jupiter-notebook lfp-analysis matplotlib numpy signal-processing
Last synced: 19 Feb 2025
https://github.com/abhinavsharma07/neural-network-using_numpy
Introduction to Neural Networks (Create a neural network using Numpy)
accuracy feed-forward model neural-networks numpy prediction
Last synced: 12 Feb 2025
https://github.com/blakeziegler/nfl-ai
Sports AI featuring Deep Learning Neural Networks from Scratch with Momentum Optimization
artificial-intelligence-algorithms artificial-neural-networks calculus deep-neural-networks linear-algebra neural-network numpy prediction-model sports statistics
Last synced: 16 Jan 2025
https://github.com/huaxiaz/honor_engineering_analysis
This repository is adapt from the course materials for Honors Engineering Analysis at Northwestern University. The course is designed for Engineering first-year undergraduate students to learn about linear algebra and its applications.
complex-numbers complexity degree-distribution echelon-form erdos-renyi-model fractals iterative-methods jacobi-iteration jupyter-notebook linear-algebra markov-chain networkx networkx-tutorial numpy numpy-matrix pagerank-algorithm python random-graphs randomgraph
Last synced: 07 Dec 2024
https://github.com/codeantik/spam-ham-detector
A machine learning model to detect whether the mails are spam or ham
logistic-regression numpy pandas python sklearn
Last synced: 14 Jan 2025
https://github.com/virajbhutada/google-stock-price-forecasting-lstm
Analyzing and predicting Google's stock prices through detailed data exploration and advanced LSTM models. This project involves data preprocessing, creating time-series sequences, constructing and training LSTM networks, and evaluating their performance to forecast future stock prices utilizing Python and Machine Learning libraries.
data-analysis data-science data-visualization future-prediction google-dataset google-stock-price-prediction google-stocks lstm-model lstm-neural-network machine-learning machine-learning-models matplotlib model-building model-training numpy python stock-forecasting
Last synced: 10 Jan 2025
https://github.com/drewstone/katz-centrality
Katz centrality of a wheelgraph
centrality graphs networks numpy
Last synced: 17 Jan 2025
https://github.com/kevin-patyk/tensorflow-developer-course
This is the repository containing scripts and materials from the course TensorFlow Developer Certificate in 2023: Zero to Mastery on Udemy.
classification convolutional-neural-networks deep-learning deep-neural-networks machine-learning neural-network numpy pandas python recurrent-neural-networks regression tensorflow transfer-learning
Last synced: 06 Feb 2025
https://github.com/italoseara/cet083
Medidas de Posição (ou separatrizes) - CET083
data-science matplotlib numpy pandas portuguese python statistics university
Last synced: 29 Jan 2025
https://github.com/ryantusi/ai_ml_fundamentals
Welcome to my GitHub repository showcasing projects completed during the AI/ML Foundation course from Codecademy. This repository contains a collection of projects that demonstrate my skills and knowledge in the field of artificial intelligence and machine learning.
artificial-intelligence data-science data-visualization exploratory-data-analysis foundation machine-learning numpy pandas python
Last synced: 20 Jan 2025
https://github.com/fearless-spider/stooq-dax-seasonal
Parsing seasonality from time series data can often be useful in data analytics. It helps with analyzing seasonality for decision making as well as for more accurate forecasts. Python can be used to separate out these trend and seasonal components.
numpy pandas python statistics
Last synced: 06 Feb 2025
https://github.com/rickcontreras/simplex
Repositorio para la implementación del método Simplex utilizando Python. Incluye una interfaz gráfica de usuario (GUI) desarrollada con Tkinter y CustomTkinter, y herramientas para la visualización de datos con Matplotlib. Permite resolver problemas de programación lineal de manera interactiva.
customtkinter gui-application linear-programming matplotlib numpy optimization pandas python simplex-method tkinter
Last synced: 28 Jan 2025