Examples and guides for using the OpenAI API
A tiny Transformer built from scratch in PyTorch, with an English-to-Chinese translation demo | 用 PyTorch 从零实现的小型 Transformer,附英译中演示,帮助理解模型原理
The fastai book, published as Jupyter Notebooks
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Data and code behind the articles and graphics at FiveThirtyEight
Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.
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Weekly materials for the Dicle University course Machine Learning in Economics and Finance: slides, lecture videos and code. Course taught in Turkish.
🪼 a python library for doing approximate and phonetic matching of strings.
Deep Learning Simplified is an Open-source repository, containing beginner to advance level deep learning projects for the contributors, who are willing to start their journey in Deep Learning. Devfolio URL, https://devfolio.co/projects/deep-learning-simplified-f013
Some English interpretations of Lao Tzu's Tao Te Ching.
A single executed notebook building and training a small GPT with RoPE and a phase-aware sparse MoE experiment
Operations Research Lab — continuous optimisation models for Management Engineering: lecture notes, Python/Gurobi code, data and case studies (English version)
PolluSense is an AI-driven pollution monitoring and forecasting system designed to identify pollution sources and predict Air Quality Index (AQI) levels using machine learning and deep learning techniques. The platform integrates real-time air quality data.