{"repo":"trekhleb/machine-learning-experiments","free":true,"listed":false,"github":"https://github.com/trekhleb/machine-learning-experiments","clone":"git clone https://github.com/trekhleb/machine-learning-experiments.git","description":"🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo","language":"Jupyter Notebook","stars":1825,"topics":["machine-learning","javascript","python","tensorflow","jupyter-notebooks","colab-notebook","colab","ai","artificial-intelligence","keras"],"license":"MIT","category":"machine-learning","readme_excerpt":"🤖 Interactive Machine Learning Experiments 🇺🇦 UKRAINE IS BEING ATTACKED BY RUSSIAN ARMY. CIVILIANS ARE GETTING KILLED. RESIDENTIAL AREAS ARE GETTING BOMBED. - Help Ukraine via: - Serhiy Prytula Charity Foundation - Come Back Alive Charity Foundation - National Bank of Ukraine - More info on war.ukraine.ua and MFA of Ukraine This is a collection of interactive machine-learning experiments. Each experiment consists of 🏋️ Jupyter/Colab notebook (to see how a model was trained) and 🎨 demo page (to see a model in action right in your browser). - 🎨 Launch ML experiments demo - 🏋️ Launch ML experiments Jupyter notebooks You might also be interested in Homemade GPT • JS ⚠️ This repository contains machine learning experiments and not a production ready, reusable, optimised and fine-tuned code and models. This is rather a sandbox or a playground for learning and trying different machine learning approaches, algorithms and data-sets. Models might not perform well and there is a place for overfitting/underfitting. Experiments Most of the models in these experiments were trained using TensorFlow 2 with Keras support. Supervised Machine Learning Supervised learning is when you have input variables X and an output variable Y and you use an algorithm to learn the mapping function from the input to the output: Y = f(X) . The goal is to approximate the mapping function so well that when you have new input data X that you can predict the output variables Y for that data. It is called su","default_branch":null,"files":null,"tree":[],"storefront":"/r/trekhleb","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/trekhleb/machine-learning-experiments/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}