Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
☆192Jul 5, 2023Updated 2 years ago
Alternatives and similar repositories for Machine-Learning-from-Scratch
Users that are interested in Machine-Learning-from-Scratch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preproce…☆1,072Apr 23, 2020Updated 6 years ago
- A case study about designing simple database system for a bookstore. This repository contains ERD design and SQL codes for design of book…☆17Jan 2, 2022Updated 4 years ago
- This Github repo showcases my SQL case studies, demonstrating proficiency in solving diverse business problems. Projects cover finance, h…☆22Nov 25, 2024Updated last year
- Python Projects with their source code to inspire you .☆21May 28, 2022Updated 3 years ago
- Using GPT-3 and Carrot (GPT-3 for computer vision) to create detailed descriptions of images.☆14Mar 6, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transaction…☆586Jun 28, 2019Updated 6 years ago
- Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and stat…☆27Jan 19, 2018Updated 8 years ago
- Exploring advanced prompting tools to query SQL database with multiple tables in natural language using LLMs☆16Aug 23, 2024Updated last year
- Surface crack images classification using PyTorch Lightning☆11Jun 17, 2020Updated 5 years ago
- This is an official repository for the Article Generation app using Llama2, Pexels, and Streamlit.☆13Aug 5, 2023Updated 2 years ago
- ☆10Dec 17, 2021Updated 4 years ago
- Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection wit…☆2,491Jun 30, 2024Updated last year
- ☆11Sep 14, 2023Updated 2 years ago
- Not financial advice.☆28Mar 18, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- keywords - Kmeans Clustering, Tsne, PCA, Indian Stocks, Johansen test☆30Aug 28, 2018Updated 7 years ago
- Multiple linear regression from Statsmodels library coupled with Xarray library☆14Jul 5, 2019Updated 6 years ago
- Medical Help App using GPT-4V☆26Jan 1, 2024Updated 2 years ago
- Machine Learning for Engineers course at TU/e (2IMM15)☆21Sep 11, 2020Updated 5 years ago
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated last year
- missing data handing: visualize and impute☆18Jul 31, 2019Updated 6 years ago
- Introduction In ecommerce companies like online retails, customer segmentation is necessary in order to understand customers behaviors. I…☆12Jan 17, 2020Updated 6 years ago
- An implementation of the K-Nearest Neighbors algorithm from scratch using the Python programming language.☆10Mar 3, 2019Updated 7 years ago
- Clustering Analysis Performed on the Customers of a Mall based on some common attributes such as salary, buying habits, age and purchasin…☆10May 23, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Feb 6, 2021Updated 5 years ago
- Insight@DCU Insight Deep Learning Workshop☆12May 12, 2017Updated 8 years ago
- Geology and Python conference☆10Jun 18, 2020Updated 5 years ago
- ☆12Jun 11, 2023Updated 2 years ago
- This is a project that takes a time series AQI India dataset from Kaggle and performs EDA on it. Additionally, predictive classification …☆13Nov 26, 2020Updated 5 years ago
- This is a QA bot based on Code Llama. It is a new LLM for code by Meta AI.☆12Aug 25, 2023Updated 2 years ago
- Data analysis about K-pop industry, artists, and companies. Visualized business performances of public K-pop companies and analyzed artis…☆15Sep 21, 2021Updated 4 years ago
- I create this repository in order to remind myself and share my learning to the everyone☆11Oct 21, 2025Updated 6 months ago
- Chat with Your Data App using Langchain, ChromaDB, Sentence Transformers, and LaMiNi LM Model. This Chatbot is completely powered by Open…☆17Jun 26, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Use Gaussian processes to estimate CNN classification uncertainty☆12Mar 3, 2018Updated 8 years ago
- Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯☆12Jul 10, 2020Updated 5 years ago
- Simple colour thresholdhing for Gilgai detection☆12Mar 28, 2023Updated 3 years ago
- Access your Ollama inference server running on your computer from anywhere. Set up with NextJS + Langchain JS LCEL + Ngrok☆27Feb 13, 2024Updated 2 years ago
- Design to Website App using Generative AI. It is a streamlit application that uses OCR and LLM to generate code/website from design.☆20Aug 13, 2023Updated 2 years ago
- A Unified Genealogy of Modern and Ancient Humans☆20Dec 10, 2025Updated 4 months ago
- Demos of neural image editing☆11Mar 15, 2021Updated 5 years ago