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 5 months ago
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…☆55Feb 26, 2026Updated 5 months ago
- Forecasting of forest drought impacts in Switzerland from satellite imagery, weather reanalysis and remote sensing data. Pixel-wise forec…☆15Sep 14, 2023Updated 2 years ago
- The repository is for the script used in the paper "The evaluation of meteorological drought in CMIP5 model simulations" (2016)☆10Jul 28, 2016Updated 10 years ago
- A Bayesian Convolutional Neural Network for reconstructing GRACE TWSA signals☆21Oct 11, 2022Updated 3 years ago
- R package for the calculation of Standardized Index values (SPI, SPEI, SSI,...) on a daily basis.☆23Apr 17, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 应用Penman-Monteith公式计算气象站的潜在蒸散发（PET）☆19Sep 4, 2020Updated 5 years ago
- run theory to characterize drought indices☆22Apr 18, 2021Updated 5 years ago
- Julia GARCH package☆16Dec 28, 2025Updated 7 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
- repo for CMU course - Machine Learning in Practice☆14May 2, 2024Updated 2 years ago
- 「Pythonと実データで遊んで学ぶ データ分析講座」 サポートページ☆13Nov 12, 2021Updated 4 years ago
- Jupyter notebooks and data files of the new EDHEC specialization on quantitative finance (completed Aug 2022)☆48Aug 5, 2022Updated 4 years ago
- Pythonデータ分析 実践ハンドブック サンプルコード☆28Jun 22, 2026Updated last month
- ☆19Nov 26, 2021Updated 4 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.
- Daily kata from Quantitative Investment Portfolio Analytics In R☆18Aug 7, 2019Updated 7 years ago
- Repository for "Quantitative Methods in Political Science Using R" by Masahiko Asano and Yuki Yanai☆21Jun 5, 2026Updated 2 months ago
- R interface to 'twelvedata' API☆19Feb 12, 2026Updated 6 months ago
- ☆43Feb 3, 2026Updated 6 months ago
- ☆14May 8, 2021Updated 5 years ago
- ☆20Oct 20, 2023Updated 2 years ago
- 2023/03/15 発売の『実践Julia入門』のサンプルコード。☆17Jun 5, 2023Updated 3 years ago
- ☆20Oct 8, 2019Updated 6 years ago
- ☆23Nov 19, 2025Updated 9 months 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.
- ☆22Apr 14, 2023Updated 3 years ago
- ☆24Jun 20, 2023Updated 3 years ago
- The ggtools package is an archive of scientific routines that can be used to handle the GRACE(Gravity Recovery and Climate Experiment) an…☆45Jul 7, 2020Updated 6 years ago
- ☆24Jul 2, 2024Updated 2 years ago
- Rule-based Algorithmic Trading using a Genetic Algorithm and Machine Learning Signals for the Cryptocurrency Market.☆27Jun 28, 2019Updated 7 years ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆25Apr 22, 2025Updated last year
- 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 6 years ago
- This comprehensive, hands-on course provides a thorough exploration into the world of algorithmic trading, aimed at students, professiona…☆527Feb 23, 2026Updated 5 months ago
- Stock Market Trend Prediction using sentiment analysis Leveraging machine learning and sentiment analysis, we accurately forecast stock …☆61Jul 11, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code implementation of "SENN: Stock Ensemble-based Neural Network for Stock Market Prediction using Historical Stock Data and Sentiment A…☆76Oct 7, 2020Updated 5 years ago
- Machine learning for financial risk management☆36Jan 10, 2024Updated 2 years ago
- Streamlit component for embedding code snippets such as GitHub gists, CodePen snippets, Gitlab snippets, etc.☆71May 17, 2021Updated 5 years ago
- Gihyo ChatGPT Book☆40Sep 21, 2023Updated 2 years ago
- ☆37Apr 8, 2025Updated last year
- Rocket launch simulator written in Python☆27Mar 4, 2017Updated 9 years ago
- Technical documents on a variety of topics, created for the purpose of learning☆68Jun 20, 2026Updated last month