{"data":{"full_name":"thetechdude124/Adam-Optimization-From-Scratch","name":"Adam-Optimization-From-Scratch","description":"📈Implementing the ADAM optimizer from the ground up with PyTorch and comparing its performance on six 3-D objective functions (each progressively more difficult to optimize) against SGD, AdaGrad, and RMSProp.","stars":22.0,"forks":4.0,"language":"Jupyter Notebook","license":null,"archived":0.0,"subcategory":"gradient-descent-optimizers","last_pushed_at":"2022-07-02T20:07:51+00:00","pypi_package":null,"npm_package":null,"downloads_monthly":0.0,"dependency_count":0.0,"commits_30d":null,"reverse_dep_count":0.0,"maintenance_score":0.0,"adoption_score":6.0,"maturity_score":8.0,"community_score":14.0,"quality_score":28.0,"quality_tier":"experimental","risk_flags":"['no_license', 'stale_6m', 'no_package', 'no_dependents']"},"meta":{"timestamp":"2026-04-08T10:58:29.080991+00:00"}}