This course will introduce the student to classic machine learning algorithms and deep neural network structures. The style will be first to describe the theory and math behind algorithms and then demonstrate how to use Python to create and run the models.
☆26Feb 23, 2026Updated last month
Alternatives and similar repositories for Machine-Learning-from-Theory-to-Practice
Users that are interested in Machine-Learning-from-Theory-to-Practice are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This course in applied data science covers the theoretical foundations of advanced quantitative approaches in machine learning, econometr…☆51Feb 26, 2026Updated last month
- The repository is for the script used in the paper "The evaluation of meteorological drought in CMIP5 model simulations" (2016)☆10Jul 28, 2016Updated 9 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发(PET)☆20Sep 4, 2020Updated 5 years ago
- Julia GARCH package☆15Dec 28, 2025Updated 3 months ago
- This repository includes my codes for Udemy [“Data Science, Deep Learning, & Machine Learning with Python”](https://www.udemy.com/dat…☆13Aug 27, 2018Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A Machine Learning Pipeline to Predict Vegetation Health☆31Apr 21, 2020Updated 5 years ago
- Financial Theory Course (MSc, Julia code)☆68Jan 27, 2026Updated 2 months ago
- ☆19Nov 26, 2021Updated 4 years ago
- Daily kata from Quantitative Investment Portfolio Analytics In R☆16Aug 7, 2019Updated 6 years ago
- R interface to 'twelvedata' API☆18Feb 12, 2026Updated 2 months ago
- ☆40Feb 3, 2026Updated 2 months ago
- Granger Causality library in python☆38Nov 19, 2021Updated 4 years ago
- ☆14May 8, 2021Updated 4 years ago
- ☆21Nov 19, 2025Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Detection and Attribution framework in python using the Optimal Fingerprinting Approach (Hasselmann, 1993; Ribes et al. 2013)☆54Jan 22, 2020Updated 6 years ago
- Analysis of Spatial Stratified Heterogeneity☆87Mar 21, 2026Updated 3 weeks ago
- ☆24Jun 20, 2023Updated 2 years ago
- ☆24Jul 2, 2024Updated last year
- We Analyze the polarity, sentiment, meta-cognition, bias, and many other things.☆26Jul 3, 2020Updated 5 years ago
- Machine learning for financial risk management☆35Jan 10, 2024Updated 2 years ago
- A Comparative Analysis of a Real Close-price Stock Market Data with The Classical Time Series, Machine Learning and a Single Layered Neu…☆25Jul 29, 2020Updated 5 years ago
- Step by step tutorial for predicting stock price using Machine Learning algos☆31Apr 7, 2024Updated 2 years ago
- 「Pythonによるベイズ統計学入門」の正誤表とPythonコード☆29Aug 3, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Minimal implementation and experiments of "No-Transaction Band Network: A Neural Network Architecture for Efficient Deep Hedging".☆32May 26, 2021Updated 4 years ago
- Bayesian Inference and parameter estimation in quant finance.☆43Feb 18, 2019Updated 7 years ago
- 書籍「時系列分析と状態空間モデルの基礎:RとStanで学ぶ理論と実装」のサンプルコードとデータ☆35Apr 25, 2018Updated 7 years ago
- Gihyo ChatGPT Book☆40Sep 21, 2023Updated 2 years ago
- Quantitative Finance & Statistics Projects. Topics including multiple linear regression, variance and instability estimates, display meth…☆95Aug 29, 2020Updated 5 years ago
- Code Repository for Machine Learning, Data Science and Generative AI with Python, Published by Packt☆50Dec 11, 2024Updated last year
- Jupyter Notebooks and code for the book Financial Theory with Python (O'Reilly) by Yves Hilpisch.☆100Oct 16, 2023Updated 2 years ago
- The repository of "Python for Finance Cookbook" 2nd edition☆265Dec 30, 2022Updated 3 years ago
- Code from the book "Deep Learning with R"☆61Feb 10, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Financial Econometrics (MSc, Julia code)☆70Jul 30, 2025Updated 8 months ago
- ☆67Feb 17, 2026Updated last month
- Machine Learning with R, Fourth Edition- published by Packt☆90Mar 2, 2026Updated last month
- 『基礎からわかる時系列分析』(技術評論社,2018年)のサポートサイトです。☆65Sep 2, 2018Updated 7 years ago
- The Deep Learning with Julia book, using Flux.jl.☆88Nov 30, 2021Updated 4 years ago
- Greetings! 👋 I'm Loga Aswin, diving into a 100-day data science immersion from Python fundamentals to real-world applications. This spac…☆208Jun 10, 2024Updated last year
- Rewriting the code in "Machine Learning for Factor Investing" in Python☆94Feb 9, 2021Updated 5 years ago