{"id":22384700,"url":"https://github.com/stofte/tf-playground","last_synced_at":"2026-05-07T05:37:22.487Z","repository":{"id":146037851,"uuid":"103267869","full_name":"stofte/tf-playground","owner":"stofte","description":"Random tensorflow","archived":false,"fork":false,"pushed_at":"2018-06-06T20:37:51.000Z","size":11902,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-01T02:18:43.538Z","etag":null,"topics":["jupyter-notebook","machine-learning","python3","tensorflow","windows"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/stofte.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-09-12T12:29:12.000Z","updated_at":"2018-06-06T20:37:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"b984c5c5-791d-4262-bd9f-91e4fc1680e0","html_url":"https://github.com/stofte/tf-playground","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stofte%2Ftf-playground","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stofte%2Ftf-playground/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stofte%2Ftf-playground/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stofte%2Ftf-playground/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stofte","download_url":"https://codeload.github.com/stofte/tf-playground/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245728157,"owners_count":20662635,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["jupyter-notebook","machine-learning","python3","tensorflow","windows"],"created_at":"2024-12-05T01:18:54.212Z","updated_at":"2026-05-07T05:37:22.448Z","avatar_url":"https://github.com/stofte.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"ML/Tensorflow playground (Windows/python36)\n===============================\n\nRecommended to use Anaconda for managing installation of components. Repo tested with Python 3. Currently [WSL does not support exposing GPU](https://github.com/Microsoft/WSL/issues/1788), limiting what use can be done usefully in the WSL Bash console on Windows. Windows/x64 specific Tensorflow [wheels](https://www.python.org/dev/peps/pep-0427/) for [Python can be found here](https://github.com/fo40225/tensorflow-windows-wheel).\n\nMNIST dataset\n\n - [Softmax regression](src/mnist_softmax.ipynb)\n - [Convolutional neural net](src/mnist_convnn.ipynb)\n - [Convnet using Keras](src/mnist_convnet_keras.ipynb)\n\n[OpenAI Gym](https://gym.openai.com/)\n\n - [CartPole](src/gym_cartpole.ipynb)\n\nSoftware/library versions:\n\n - Windows 10 (v1709)\n - CUDA 9.1.85\n - python 3.6.4\n - anaconda 4.4.10\n - jupyter 1.0\n - tensorflow 1.7\n - gym 0.10.5\n - [GraphViz 2.38](https://graphviz.gitlab.io/_pages/Download/Download_windows.html) (Keras visualization)\n - pyglet 1.2.4 (for `gym`)\n\nNotes:\n\n - Measure perf on Windows: `powershell -Command \"Measure-Command { python script.py | Out-Default}\"`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstofte%2Ftf-playground","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstofte%2Ftf-playground","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstofte%2Ftf-playground/lists"}